Author: admin

  • Getting Started with CSVboard: Tips, Tricks, and Shortcuts

    CSVboard: The Ultimate CSV Viewer and Editor for TeamsCSV files are everywhere — exported reports, data dumps from tools, quick datasets shared between teammates. For many teams, working with CSVs means juggling spreadsheets, text editors, and fragile import/export flows. CSVboard is built specifically to simplify that process: a lightweight, focused CSV viewer and editor that keeps teams working together without the friction of heavyweight spreadsheet apps or brittle tooling.


    Why CSVs still matter

    CSVs are simple, interoperable, and ubiquitous. They’re human-readable, portable between systems, and supported by nearly every tool that deals with tabular data. That makes CSVs a natural choice for:

    • sharing exports from databases and analytics tools,
    • importing data into apps,
    • quick ad-hoc analysis,
    • and storing simple configuration or lookup tables.

    But the simplicity of CSVs hides problems: inconsistent delimiters, missing headers, mixed data types, and formatting quirks that break imports. CSVboard addresses those pain points while preserving the format’s portability.


    Core features that make CSVboard team-friendly

    1. Robust viewing with context-aware parsing
      CSVboard auto-detects delimiters (comma, tab, semicolon), quoted fields, and encoding issues so files display correctly without manual fiddling. It previews different parsing options instantly, helping teams spot problems early.

    2. Fast, safe inline editing
      Edit cells directly in a clean grid interface. CSVboard keeps edits non-destructive by tracking changes and allowing easy undo/redo. Bulk edits and find-and-replace across selected columns speed common tasks.

    3. Collaborative workflows
      Share a CSVboard link or invite teammates to view and edit. Comment on rows or cells to discuss data anomalies. Access controls let you set read-only vs. edit permissions so reviewers and editors can collaborate without stepping on each other’s changes.

    4. Validation & schema support
      Define simple validation rules (required fields, data types, regex patterns) and apply them to columns. CSVboard highlights invalid rows and offers quick-fix suggestions to keep datasets import-ready.

    5. Merge, split, and transform tools
      Combine multiple CSVs with intelligent header matching, split large files into chunks, and apply lightweight transformations: column reorder, type conversion, trimming whitespace, date normalization, and basic derived columns (e.g., concatenation, simple arithmetic).

    6. Import/export flexibility
      Export clean CSVs with chosen delimiters and encodings, or download as Excel when needed. Integrations and copy/paste support make it easy to move data to and from other tools.

    7. Performance and privacy
      CSVboard handles large files efficiently with streaming rendering and pagination. For team environments, it offers access controls and—where provided—privacy-first handling so sensitive datasets aren’t needlessly exposed.


    Common team use cases

    • Data ops and QA: Validate nightly exports from databases, flag bad rows, and bulk-correct formatting issues before pipelines break.
    • Product & analytics: Share cleaned exports with non-technical stakeholders who need to review or annotate rows without opening a spreadsheet app.
    • Marketing and sales: Merge contact lists, deduplicate entries, and validate email/phone formats before imports into CRMs.
    • Engineering: Quickly inspect CSV logs, apply transformations, and export ready-to-import files for downstream services.

    Example workflow

    1. Upload or open a CSV export in CSVboard. It detects delimiter and encoding automatically.
    2. Apply a schema that marks email and date columns as required and validates formats.
    3. CSVboard highlights rows with invalid emails. Leave inline comments on problematic rows for the data owner.
    4. Use bulk edit to correct formatting issues (trim whitespace, normalize dates).
    5. Merge in a supplemental CSV using header-matching. Resolve conflicts with a simple UI that shows differing values side-by-side.
    6. Export the cleaned file with a semicolon delimiter and UTF-8 encoding for an external application.

    Tips for getting the most from CSVboard

    • Define and reuse validation schemas for recurrent exports to catch issues early.
    • Use comments to build an audit trail of decisions made during cleaning and correction.
    • When dealing with very large files, use chunked editing and exports to keep memory use low.
    • Leverage merge tools to prevent manual, error-prone copy/paste between lists.

    Limitations and when to use a full spreadsheet app

    CSVboard is optimized for CSV workflows: viewing, cleaning, validating, and lightweight editing. It’s not intended to replace full-featured spreadsheet software when you need extensive formulas, pivot tables, complex charts, or macros. For heavy analysis and presentation, export to Excel or a BI tool after cleaning in CSVboard.


    Final thoughts

    CSVboard fills a practical gap between text editors and heavyweight spreadsheet applications. By focusing on the core problems teams face with CSV files — parsing quirks, data validation, collaboration, and safe editing — it streamlines the path from raw export to import-ready dataset. For teams that regularly exchange CSVs, CSVboard can cut friction, reduce errors, and speed up data workflows.

  • Facelift Recovery Timeline: Week-by-Week Guide

    Facelift: What to Know Before You DecideA facelift (rhytidectomy) is one of the most commonly performed cosmetic surgeries aimed at restoring a more youthful appearance to the face and neck. If you’re considering a facelift, it’s important to understand what the procedure can and cannot do, the different techniques available, risks and recovery expectations, costs, and how to choose the right surgeon. This article covers the essential facts and practical guidance to help you decide whether a facelift is right for you.


    What a facelift can and cannot do

    A facelift primarily addresses sagging skin and soft tissues of the lower two-thirds of the face and the neck. It can:

    • Tighten loose facial skin and reduce jowls.
    • Lift and reposition underlying fat and muscle to restore contours.
    • Smooth deep nasolabial folds and marionette lines to some extent.
    • Improve the angle between the neck and jawline, and reduce excess neck skin and banding.

    A facelift does not:

    • Permanently stop the aging process — results will gradually diminish over years.
    • Correct skin texture problems like sun damage, age spots, or deep scars — these often require adjunctive treatments (laser, chemical peels).
    • Significantly change the appearance of the midface or forehead — those areas may need separate procedures (brow lift, eyelid surgery).

    Types and techniques

    There are several facelift techniques. Choice depends on age, anatomy, skin quality, and desired results.

    • Traditional/full facelift: Addresses the lower face and neck through incisions around the ears and into the hairline. Offers comprehensive lifting and long-lasting results.
    • SMAS facelift: Targets the superficial musculoaponeurotic system (SMAS), tightening deeper layers for more natural, longer-lasting outcomes.
    • Deep plane facelift: Releases and repositions deeper facial tissues, improving midface and nasolabial fold correction with potentially more durable results.
    • Mini facelift / short-scar facelift: Less invasive, shorter incisions, faster recovery, best for early sagging or younger patients.
    • Thread lift (non-surgical/less invasive): Uses barbed sutures to lift tissues. Results are modest and temporary compared to surgical facelifts.

    Discuss technique options with a qualified surgeon — they’ll tailor the approach based on your goals and anatomy.


    Who is a good candidate?

    Good candidates typically:

    • Are in good overall health (no uncontrolled medical conditions).
    • Have realistic expectations about what surgery can achieve.
    • Are non-smokers or willing to stop smoking several weeks before and after surgery.
    • Have facial aging that involves sagging skin, jowls, or neck laxity.

    Younger patients with early signs of sagging may choose a mini-facelift, while older patients or those with more significant sagging may need a full SMAS or deep plane approach.


    Risks and complications

    All surgeries carry risk. Common and less common complications include:

    • Bruising, swelling, temporary numbness
    • Scarring (usually hidden in natural creases and hairline)
    • Hematoma (collection of blood) — a relatively common reason for early reoperation
    • Infection (uncommon with proper antibiotics and care)
    • Nerve injury causing temporary or rarely permanent weakness
    • Unsatisfactory cosmetic result, asymmetry, need for revision surgery

    Follow preoperative and postoperative instructions closely to minimize risk. Ask your surgeon about their complication rates and how they handle problems if they occur.


    Preparing for surgery

    • Medical evaluation: Lab tests and medical clearance as needed.
    • Stop smoking: At least 4–6 weeks before and after surgery to reduce healing complications.
    • Medications: Stop blood-thinning supplements and certain drugs as advised by your surgeon.
    • Arrange logistics: Plan for someone to drive you home and help for the first 48–72 hours.
    • Realistic timeline: Arrange 2–3 weeks off from work for most people, with gradual return to normal social activities over 4–6 weeks.

    The procedure and anesthesia

    Facelifts are usually performed under general anesthesia or deep sedation with local anesthetic. Surgery length varies by technique — generally 2–5 hours. Incision placement and extent depend on the chosen technique; incisions are commonly placed around the ears and hairline. Surgeons may place drains to prevent fluid accumulation.


    Recovery and aftercare

    • First 48–72 hours: Expect swelling, bruising, and discomfort controlled by medication and cold compresses.
    • First week: Many patients wear a light compression garment; sutures are removed within 5–10 days.
    • 2–3 weeks: Significant improvement in swelling and bruising; many return to work (depending on job and social concerns).
    • 4–6 weeks: Resume light exercise; avoid heavy lifting and strenuous activity until cleared by your surgeon.
    • Several months: Final contour and scar maturation continue; scars typically become thin and pale over time.

    Follow wound-care instructions, sleep with head elevated, avoid smoking, and protect scars from sun exposure to optimize healing.


    Complementary and alternative treatments

    Adjunct procedures often paired with facelifts include:

    • Blepharoplasty (eyelid surgery) for upper/lower eyelid aging.
    • Brow lift to address forehead and eyebrow position.
    • Fat grafting to restore volume loss.
    • Skin resurfacing (laser, chemical peels, microneedling) to improve texture and pigmentation.
    • Non-surgical options (Botox, fillers, IPL) for maintenance or minor improvements.

    A tailored combination often yields the most natural, balanced result.


    Costs and financing

    Costs vary widely based on surgeon, technique, facility, and geographic location. Typical ranges (U.S., benchmark as of mid-2020s):

    • Mini-facelift: lower end
    • Traditional SMAS or deep plane facelift: higher end

    Ask your surgeon for a detailed quote including surgeon’s fee, anesthesia, facility fees, and follow-up visits. Many clinics offer financing plans.


    Choosing a surgeon

    • Verify board certification in plastic surgery or facial plastic surgery.
    • Review before-and-after photos for the specific procedure you’re considering.
    • Ask about experience with the technique (SMAS vs deep plane vs mini).
    • Read reviews and request references if desired.
    • Discuss revision policies and what’s included in fee.
    • Ensure clear communication, realistic expectations, and comfortable rapport.

    Questions to ask during consultation

    • Am I a good candidate for this procedure?
    • Which technique do you recommend and why?
    • What results can I realistically expect?
    • Where will incisions be placed and how visible will scars be?
    • What are the risks and your complication rates?
    • What is the recovery timeline and required downtime?
    • What are the total costs and what’s included?
    • Can I see before-and-after photos of patients with similar anatomy?

    Long-term results and maintenance

    A well-done facelift can produce results lasting 7–15 years depending on technique and individual factors. Ongoing skin care, sun protection, healthy lifestyle, and occasional non-surgical touch-ups (fillers, energy-based treatments) help maintain results longer.


    Final considerations

    Balance your aesthetic goals with realistic expectations and safety. Research surgeons thoroughly, prioritize experience and outcomes over low cost, and prepare for proper pre- and postoperative care. A facelift can be transformative when properly indicated and performed by a skilled surgeon; make the decision based on careful informed consent rather than impulse.


    If you want, I can: summarize this into a checklist for consultations, draft a list of questions tailored to your age/concerns, or create a recovery-day-by-day timeline. Which would you prefer?

  • Top Java Password Generator Examples for Strong, Usable Passwords

    Java Password Generator: Create Secure Random Passwords in SecondsStrong, unique passwords are the first line of defense against account takeover, data breaches, and automated attacks. A well-designed Java password generator helps developers and users produce secure random passwords quickly, enforce complexity rules, and integrate password creation into applications, installers, or CLI tools. This article explains password-security basics, design goals for a generator, step‑by‑step Java implementations (from simple to production‑ready), and best practices for distribution and use.


    Why use a programmatic password generator?

    • Prevents weak or reused passwords by producing truly random values instead of human-chosen, guessable strings.
    • Enables consistent enforcement of complexity rules (length, character classes, forbidden characters).
    • Integrates with workflows: signup flows, password managers, provisioning scripts, and test data generators.
    • Automates bulk creation for system accounts, service credentials, or temporary tokens.

    Security goals and design decisions

    A secure Java password generator should meet these goals:

    • Use a cryptographically secure random source to avoid predictable output.
    • Support configurable length and character classes (lowercase, uppercase, digits, symbols).
    • Guarantee inclusion of required character classes when requested (to satisfy policy checks).
    • Avoid bias when selecting characters from sets (uniform distribution).
    • Be tolerant of forbidden characters or ambiguous characters (e.g., ‘l’, ‘1’, ‘O’, ‘0’).
    • Do not log secrets and minimize time secrets appear in memory; optionally zero-out buffers when possible.
    • Provide secure defaults (e.g., length >= 12, use all classes).

    Implementation approaches

    Below are four progressively more robust Java implementations: minimal, enforce-class, no-bias, and a production-ready utility with CLI support and secure handling.

    1) Minimal generator (for quick use)

    • Uses SecureRandom.
    • Randomly selects characters from a character pool.
    import java.security.SecureRandom; public class SimplePasswordGenerator {     private static final String LOWER = "abcdefghijklmnopqrstuvwxyz";     private static final String UPPER = "ABCDEFGHIJKLMNOPQRSTUVWXYZ";     private static final String DIGITS = "0123456789";     private static final String SYMBOLS = "!@#$%^&*()-_=+[]{};:,.<>?";     private static final String ALL = LOWER + UPPER + DIGITS + SYMBOLS;     private static final SecureRandom rnd = new SecureRandom();     public static String generate(int length) {         if (length <= 0) throw new IllegalArgumentException("Length must be > 0");         StringBuilder sb = new StringBuilder(length);         for (int i = 0; i < length; i++) {             int idx = rnd.nextInt(ALL.length());             sb.append(ALL.charAt(idx));         }         return sb.toString();     }     public static void main(String[] args) {         System.out.println(generate(16));     } } 

    Notes: simple and fast; does not guarantee at least one of each class and uses StringBuilder (characters remain in memory).


    2) Enforce character-class inclusion

    Guarantees at least one character from each selected class and fills the rest randomly.

    import java.security.SecureRandom; import java.util.ArrayList; import java.util.Collections; import java.util.List; public class ClassEnforcingGenerator {     private static final String LOWER = "abcdefghijklmnopqrstuvwxyz";     private static final String UPPER = "ABCDEFGHIJKLMNOPQRSTUVWXYZ";     private static final String DIGITS = "0123456789";     private static final String SYMBOLS = "!@#$%^&*()-_=+[]{};:,.<>?";     private static final SecureRandom rnd = new SecureRandom();     public static String generate(int length, boolean useLower, boolean useUpper,                                   boolean useDigits, boolean useSymbols) {         if (length <= 0) throw new IllegalArgumentException("Length must be > 0");         List<Character> password = new ArrayList<>(length);         StringBuilder pool = new StringBuilder();         if (useLower) { pool.append(LOWER); password.add(randomCharFrom(LOWER)); }         if (useUpper) { pool.append(UPPER); password.add(randomCharFrom(UPPER)); }         if (useDigits) { pool.append(DIGITS); password.add(randomCharFrom(DIGITS)); }         if (useSymbols) { pool.append(SYMBOLS); password.add(randomCharFrom(SYMBOLS)); }         if (pool.length() == 0) throw new IllegalArgumentException("Select at least one character class");         while (password.size() < length) {             password.add(randomCharFrom(pool.toString()));         }         Collections.shuffle(password, rnd);         StringBuilder sb = new StringBuilder(length);         for (char c : password) sb.append(c);         return sb.toString();     }     private static char randomCharFrom(String s) {         return s.charAt(rnd.nextInt(s.length()));     }     public static void main(String[] args) {         System.out.println(generate(16, true, true, true, true));     } } 

    Notes: ensures class presence; still minor bias from building pool as concatenated strings but acceptable for many uses.


    3) Bias-free selection (uniform across classes)

    If you want each class to be equally likely when chosen, select a class first then a character from it. This avoids longer character classes dominating selection probability.

    import java.security.SecureRandom; import java.util.ArrayList; import java.util.Collections; import java.util.List; public class BiasFreeGenerator {     private static final String[] CLASSES = {         "abcdefghijklmnopqrstuvwxyz",         "ABCDEFGHIJKLMNOPQRSTUVWXYZ",         "0123456789",         "!@#$%^&*()-_=+[]{};:,.<>?"     };     private static final SecureRandom rnd = new SecureRandom();     public static String generate(int length, boolean useLower, boolean useUpper,                                   boolean useDigits, boolean useSymbols) {         List<String> active = new ArrayList<>();         if (useLower) active.add(CLASSES[0]);         if (useUpper) active.add(CLASSES[1]);         if (useDigits) active.add(CLASSES[2]);         if (useSymbols) active.add(CLASSES[3]);         if (active.isEmpty()) throw new IllegalArgumentException("Select at least one class");         List<Character> result = new ArrayList<>(length);         // ensure at least one of each active class         for (String cls : active) result.add(randomCharFrom(cls));         while (result.size() < length) {             String cls = active.get(rnd.nextInt(active.size()));             result.add(randomCharFrom(cls));         }         Collections.shuffle(result, rnd);         StringBuilder sb = new StringBuilder(length);         for (char c : result) sb.append(c);         return sb.toString();     }     private static char randomCharFrom(String s) {         return s.charAt(rnd.nextInt(s.length()));     }     public static void main(String[] args) {         System.out.println(generate(16, true, true, true, true));     } } 

    4) Production-ready utility

    Features to add:

    • Zero-out char arrays after use where possible (avoid keeping secrets in immutable Strings — prefer char[]).
    • Provide an API returning char[] and optionally encode to String only when necessary.
    • Offer CLI flags: length, include/exclude classes, avoid-ambiguous, copy-to-clipboard (platform-specific), number of passwords to generate, deterministic seed option for testing (documented as insecure).
    • Input validation and helpful error messages.
    • Rate-limit or require confirmation when generating many secrets at once.

    Example (core idea):

    // Sketch: returns char[] rather than String public static char[] generateCharArray(int length, boolean useLower, boolean useUpper, boolean useDigits, boolean useSymbols) {     // similar logic to BiasFreeGenerator but write into char[]     // after consumer uses the password, call Arrays.fill(password, '') to zero it } 

    When exposing a String for convenience, document that it will live in memory until garbage-collected; for high-security apps prefer char[].


    Entropy, length, and policy recommendations

    • Entropy estimates: each truly random character from a set of N characters contributes log2(N) bits of entropy. For example:
      • 26 lowercase letters → log2(26) ≈ 4.70 bits/char
      • 62 alphanumeric (upper+lower+digits) → log2(62) ≈ 5.95 bits/char
      • 94 printable ASCII → log2(94) ≈ 6.55 bits/char

    Use LaTeX to estimate total entropy: if each character has M possibilities and password length is L, total entropy ≈ L * log2(M).

    Example: 12 characters from 62-character set: 12 * log2(62) ≈ 12 * 5.95 ≈ 71.4 bits.

    Recommendation:

    • Minimum: 12 characters for general use (if using mixed classes).
    • Better: 16+ characters for high-value accounts.
    • For machine-to-machine credentials, prefer longer secrets (24–64 characters) and use token-based authentication where possible.

    Handling ambiguous or forbidden characters

    • Offer an “avoid ambiguous” option removing chars like ‘I’, ‘l’, ‘1’, ‘O’, ‘0’ and visually similar symbols.
    • Allow specifying a blacklist of forbidden characters (e.g., characters that break certain services or CLI parsing).
    • Ensure removal of characters updates selection logic to avoid bias.

    Integration examples

    • Web signup: generate server-side, present to user with an option to copy to clipboard; also offer a password strength meter and advice to store in a password manager.
    • CLI tool: produce a specified number of passwords, optionally copy one to clipboard, or output as a JSON array for automation.
    • Test data: produce deterministic passwords with a seeded SecureRandom only for non-production test fixtures.

    Common pitfalls and how to avoid them

    • Using java.util.Random — use SecureRandom instead. SecureRandom is designed for cryptographic use and is unpredictable.
    • Creating passwords solely client-side without server validation — ensure server verifies a password meets policy even if generated client-side.
    • Storing generated passwords in logs, error messages, or version control — never log secrets.
    • Relying solely on complexity rules — prefer length and uniqueness; use multi-factor authentication when possible.

    Example CLI tool (usage ideas)

    • java -jar pwdgen.jar –length 16 –count 5 –no-symbols –avoid-ambiguous
    • Outputs JSON, plain text, or copies one to clipboard.

    Testing and validation

    • Unit tests:
      • Validate length and class-inclusion behavior.
      • Run statistical checks (frequency distribution) to detect gross bias.
    • Fuzz tests:
      • Generate large numbers of passwords with varied options to confirm no crashes and acceptable performance.
    • Security review:
      • Check memory handling, logging, and third-party dependencies.

    Final recommendations (defaults)

    • Default to SecureRandom, length 16, include upper/lower/digits/symbols.
    • Provide both String and char[] APIs; prefer char[] for transient secret handling.
    • Never log generated passwords; give users an explicit copy option instead.
    • Encourage users to store passwords in password managers rather than reusing memorized strings.

    If you want, I can:

    • Provide a single production-ready Java class (complete, with char[] API and CLI) ready to compile.
    • Add unit tests (JUnit) and brief instructions for secure deployment.
  • Advanced Tips and Tricks for Mastering gModeller

    Top 10 gModeller Features You Should KnowgModeller is a powerful 3D modelling and asset-optimization tool designed for artists, game developers, and visualization professionals who need fast, efficient workflows without sacrificing quality. Whether you’re preparing assets for real-time engines or optimizing large scenes for rendering, gModeller packs tools that streamline repetitive tasks and improve performance. Below are the top 10 features you should know, with practical tips and examples for getting the most out of each.


    1. Smart Retopology

    Smart Retopology in gModeller quickly generates clean, animation-friendly topology from high-resolution sculpts or dense meshes. Instead of manually creating edge loops and managing polygon flow, Smart Retopology analyzes surface curvature and generates an optimized quad-dominant mesh suitable for deformation.

    • Best for: Characters, creatures, and organic props.
    • Tip: Use the “preserve detail” slider to keep critical silhouette features while reducing polycount.

    2. Automatic UV Unwrapping with Packing

    gModeller’s UV tools provide automatic unwrapping and efficient island packing. The algorithm minimizes stretching and maximizes texture space, producing UV layouts that are ready for baking and texturing with minimal manual intervention.

    • Best for: Large batches of props and modular environment assets.
    • Tip: Lock important islands (logos, faces) to keep them intact during packing.

    3. Multi-Target Baking

    Bake normal maps, ambient occlusion, curvature, and other texture maps from multiple high-res sources in one pass. Multi-Target Baking supports cage-based methods and maintains consistent results across asset families.

    • Best for: Game-ready assets where multiple LODs and variants share texture space.
    • Tip: Use per-channel settings to tweak ray distances for complex cavities.

    4. LOD (Level of Detail) Generation

    Automatically generate multiple LODs with control over reduction targets and silhouette fidelity. gModeller preserves important silhouette details while aggressively reducing internal geometry to save draw calls and memory.

    • Best for: Open-world games and large crowds of objects.
    • Tip: Preview LOD transitions with the built-in viewer to catch popping artifacts early.

    5. Procedural Modifier Stack

    A non-destructive procedural stack lets you chain modifiers like bevels, subdivision, decimation, and displacement. Change parameters at any stage and see immediate updates, enabling rapid iteration without losing earlier work.

    • Best for: Iterative design workflows and variation generation.
    • Tip: Use procedural masks to localize modifiers and create surface wear procedurally.

    6. Texture Atlasing & Trim Sheets

    Combine multiple textures into a single atlas automatically, or generate trim sheets from high-detail geometry. This reduces material count and improves rendering performance in real-time engines.

    • Best for: Modular game assets and environment props.
    • Tip: Group assets by material similarity before atlasing to reduce wasted space.

    7. Mesh Cleanup & Error Repair

    Built-in cleanup tools detect and fix non-manifold edges, flipped normals, duplicate vertices, and small isolated components. The batch cleanup tool can be applied to folders of assets for consistent hygiene.

    • Best for: Pipeline handoff and when importing assets from various sources.
    • Tip: Run a checklist: normals → non-manifold → isolated verts → degenerate faces.

    8. PBR Material Preview & Conversion

    A real-time PBR viewport previews materials under different lighting environments. gModeller also offers conversion tools that adapt legacy textures (specular/gloss) into modern metallic-roughness PBR maps.

    • Best for: Artists porting older asset libraries to modern engines.
    • Tip: Use the environment HDRI picker to simulate your target engine’s lighting.

    9. Batch Processing & Command-Line Interface

    Automate repetitive tasks like retopology, UV unwrapping, and LOD generation via batch processing or the command-line interface. This is ideal for studios that need to process large asset libraries overnight.

    • Best for: Studios and pipeline automation.
    • Tip: Combine CLI scripts with your version control hooks to automate checks on commit.

    10. Plugin & Engine Exporters

    gModeller includes exporters and plugins for major engines and DCCs (Unreal, Unity, Blender, Maya). These exporters handle format quirks and preserve as much metadata (pivot points, LODs, collision hulls) as possible.

    • Best for: Seamless integration into existing pipelines.
    • Tip: Test round-trip exports early in a project to catch vendor-specific issues.

    Workflow Example: From Sculpt to Game-Ready Asset

    1. Import high-res sculpt into gModeller.
    2. Run Smart Retopology to create a clean base mesh.
    3. Use the procedural modifier stack to add a bevel and optimized subdivision.
    4. Auto-unwrap UVs and pack islands, locking key details.
    5. Bake normals and AO using Multi-Target Baking.
    6. Generate LODs and create a texture atlas or trim sheet.
    7. Run mesh cleanup and convert textures to PBR.
    8. Export via the Unreal exporter with LODs and collisions included.

    Conclusion

    gModeller focuses on bridging the gap between creative sculpting and technical optimization. Its combination of automated tools (retopology, UVs, baking), procedural controls, and pipeline-friendly features (batch processing, exporters) makes it useful for solo artists and large studios alike. Start by mastering Smart Retopology, UV Unwrapping, and Multi-Target Baking—those three alone will significantly speed up most asset-production workflows.

  • Advanced FFA Submitter Toolkit: Scripts, Settings, and Best Practices

    Advanced FFA Submitter Guide: Optimize Accuracy & Throughput—

    Introduction

    The Advanced FFA Submitter is a high-throughput form-filling and submission automation approach used in workflows that require bulk data entry, repeated form submissions, or automated interactions with form-based interfaces. This guide covers architecture, accuracy-improving strategies, throughput optimization, error handling, compliance considerations, testing approaches, and practical examples. It is aimed at developers, QA engineers, and operations teams who need to scale form submission systems reliably.


    1. Core architecture and components

    An effective Advanced FFA (Form-Fill-and-Action) Submitter typically includes these components:

    • Input pipeline: source data ingestion (CSV, databases, APIs), validation, normalization.
    • Submission engine: responsible for filling forms, managing sessions, and posting data.
    • Concurrency manager: controls parallelism, rate limits, and worker pools.
    • Retry and backoff module: handles transient failures and implements exponential backoff.
    • Result aggregator: collects response codes, logs, and metrics.
    • Monitoring and alerting: health checks, throughput and error dashboards.
    • Security and compliance layer: secrets management, encryption in transit and at rest, audit logs.

    2. Data quality and pre-submission validation

    Accurate submissions start with clean data.

    • Schema validation: ensure each record matches expected types, required fields, and formats.
    • Normalization: standardize dates, phone numbers, addresses, and text encodings (UTF-8).
    • Deduplication: remove duplicate records to avoid wasted submissions.
    • Field-level heuristics: use regex and locale-aware validators (e.g., libphonenumber for phone validation).
    • Sample testing: run small batches to verify mapping between source fields and target form fields.

    3. Mapping and form interaction strategies

    • DOM-first mapping: if submitting to web forms, map fields by stable element attributes (name, id). Use CSS selectors that are less likely to break.
    • API-first approach: prefer using target system’s API where available; APIs are more stable and performant than UI automation.
    • Hybrid strategy: fallback to UI automation when APIs lack necessary functionality.
    • Dynamic field handling: detect and adapt to conditional fields, hidden inputs, and client-side validation.
    • Human-like actions: introduce slight, randomized delays and realistic typing patterns where needed to avoid anti-bot triggers.

    4. Throughput optimization

    • Concurrency control: tune worker count based on CPU, memory, network I/O, and target server capacity.
    • Connection pooling: reuse HTTP/TLS connections to reduce handshake overhead.
    • Batch submissions: group logical records into single requests when the target supports batch operations.
    • Asynchronous I/O: use event-driven frameworks (e.g., asyncio, Node.js) to handle many concurrent requests with fewer threads.
    • Caching: cache form metadata, tokens, and static resources to reduce repeated fetches.
    • Backpressure management: implement queueing with thresholds to prevent overloading downstream systems.

    5. Reliability, retries, and idempotency

    • Idempotency keys: generate deterministic request IDs so retries don’t cause duplicate side effects.
    • Retry policies: combine exponential backoff with jitter and a maximum retry cap.
    • Circuit breakers: pause traffic to an endpoint that shows persistent failures and gradually probe it.
    • Distinguish error types: treat 4xx client errors as non-retriable (unless transient authentication issues) and 5xx or network timeouts as retriable.
    • Persisted job state: store submission state in durable storage so jobs can resume after restarts.

    6. Anti-bot, rate limits, and polite behavior

    • Respect robots.txt and target terms of service.
    • Rate-limit per-target: maintain per-domain/per-account rate windows to avoid bans.
    • Rotate credentials and IPs with caution: ensure you follow acceptable use policies and legal constraints.
    • Monitor response signatures: detect captchas, challenge pages, or JavaScript puzzles and pause automated flows for manual intervention.

    7. Observability and metrics

    Track these key metrics:

    • Throughput (submissions/sec)
    • Success rate and error breakdown (4xx vs 5xx vs network)
    • Latency percentiles (p50, p95, p99)
    • Retry counts and time-to-success
    • Queue lengths and worker utilization

    Use structured logs and distributed tracing to correlate input records with submission outcomes.


    8. Testing and CI/CD

    • Unit tests for mapping and validation logic.
    • Integration tests against a sandbox or staging environment.
    • Load testing to determine optimal concurrency and rate limits (tools: k6, Locust).
    • Chaos testing: simulate network failures, slow responses, and partial outages.
    • Canary releases: roll out changes gradually and monitor for regressions.

    9. Security and compliance

    • Secrets handling: use vaults or secret managers; do not hard-code credentials.
    • Encryption: TLS for data in transit; AES-256 (or equivalent) for data at rest.
    • Audit logs: record who/what submitted data and when, with tamper-resistant storage if required.
    • Data minimization: only store what’s necessary and purge per retention policies.
    • Legal considerations: ensure automated submissions comply with data protection laws and target site policies.

    10. Example implementation sketch (high-level)

    Pseudo-architecture:

    • Ingest worker validates and normalizes records → pushes to a Redis job queue.
    • Pool of async submission workers consumes jobs, fetches tokens, fills payloads, posts to API/UI.
    • Results written to a PostgreSQL table and a metrics stream (Prometheus).
    • Alerts configured for error-rate spikes and latency regressions.

    Code snippet concept (Python asyncio pseudocode):

    # example: simplified async submit worker import aiohttp, asyncio from aiolimiter import AsyncLimiter limiter = AsyncLimiter(max_rate=100, time_period=1)  # 100 reqs/sec async def submit_record(session, record, idempotency_key):     async with limiter:         headers = {"Idempotency-Key": idempotency_key}         async with session.post(TARGET_URL, json=record, headers=headers, timeout=30) as resp:             return resp.status, await resp.text() async def worker(queue):     async with aiohttp.ClientSession() as session:         while True:             record = await queue.get()             status, body = await submit_record(session, record, record["id"])             # handle response, retries, logging             queue.task_done() 

    11. Real-world pitfalls and mitigations

    • Hidden client-side validations that block submissions: replicate or bypass validations server-side when allowed.
    • Frequent UI changes: prefer API integrations and maintain robust selector strategies when UI automation is necessary.
    • Throttling and bans: implement adaptive backoff and alerting for repeated rejections.
    • Data skew: ensure validators handle edge-case locales and encodings.

    Conclusion

    Optimizing an Advanced FFA Submitter requires balancing accuracy (data validation, idempotency, error handling) with throughput (concurrency, connection reuse, async I/O), while staying observant of ethical and legal boundaries. Implement robust monitoring, test thoroughly, and prefer APIs over UI automation when possible.

  • 10 Creative Looks You Can Create with Hand Tint Pro

    10 Creative Looks You Can Create with Hand Tint ProHand Tint Pro is a versatile tool for adding color, highlights, and artistic effects to nails, hands, or small skin areas for cosmetic or costume purposes. Below are ten creative looks you can achieve with Hand Tint Pro, with step-by-step tips, suggested color combinations, and finishing techniques to make each style last and look professional.


    1) Classic French Tint (with a twist)

    A modern take on the French manicure that uses tinting instead of polish for a soft, semi-permanent look.

    • Colors: sheer nude base + soft white or pale pink tips.
    • Technique: Apply a sheer nude tint as the base. Using a fine tip or stencil, lightly tint the free edge with white/pale pink, keeping the line slightly diffuse for a natural gradient.
    • Finish: Seal with a matte or glossy top coat depending on preference.

    2) Ombre Sunset Nails

    Gradient tinting that mimics a sunset — warm and eye-catching.

    • Colors: pale yellow → coral → deep magenta.
    • Technique: Layer tints from lightest to darkest. Use a sponge or soft brush from Hand Tint Pro to blend edges between colors for a smooth gradient.
    • Finish: High-gloss top coat to enhance vibrancy.

    3) Marbleized Stone Effect

    A sophisticated, organic marble look using contrasting tints.

    • Colors: off-white base with veins of charcoal, gold, or seafoam.
    • Technique: Apply a light base tint. Then, using a fine nozzle, add thin lines of darker tint and immediately drag them with a thin brush or toothpick to create veins. For metallic veins, use a tiny dot of gold tint and stretch lightly.
    • Finish: Glossy top coat and a small gem or foil accent for extra luxe.

    4) Pastel Watercolor Wash

    Soft, dreamy watercolor nails — great for spring or subtle day looks.

    • Colors: pastel lavender, mint, baby blue, blush.
    • Technique: Dilute tints slightly (if Hand Tint Pro supports dilution) and layer lightly. Use a flat brush to sweep colors across the nail, allowing them to blend at edges.
    • Finish: Matte top coat accentuates the watercolor feel.

    5) Graphic Negative Space

    Modern, minimalist designs that use the natural nail as part of the pattern.

    • Colors: bold black, bright red, or cobalt blue against untreated nail.
    • Technique: Mask off sections of the nail with tape or stencils. Tint exposed areas with bold color, then remove tape to reveal clean negative-space lines.
    • Finish: Glossy top coat — keep edges crisp.

    6) Metallic Foil Accent

    Combine tinting with metallic foil for high-impact accents.

    • Colors: any base tint + gold, silver, or rose-gold foil.
    • Technique: Tint nails with a solid or gradient base. While slightly tacky, press small pieces of metallic foil where desired. Use tint to paint thin lines that integrate the foil with the design.
    • Finish: Strong glossy top coat to lock foil in place.

    7) Tiny Floral Hand Art

    Delicate florals across one or two accent nails or small clusters on the hand.

    • Colors: soft white or cream flowers with green leaves on a pastel base.
    • Technique: Paint a pastel base. Using a very fine tip, dot small five-petal flowers and add tiny leaves. Vary sizes for a natural look.
    • Finish: Matte or glossy finish; add a tiny rhinestone center for each flower if desired.

    8) Holographic Shimmer Overlay

    A futuristic look using shimmering tint and micro-glitter or iridescent pigments.

    • Colors: translucent shimmer over any base (black for high-contrast holography).
    • Technique: Apply base tint. Mix a small amount of iridescent pigment into a clear medium or apply as a top tint layer. Brush lightly for an even shimmer.
    • Finish: Thick glossy top coat or gel finish to amplify depth.

    9) Tribal/Geometric Patterns

    Bold, stencil-friendly geometric designs and tribal motifs.

    • Colors: high-contrast palettes — black/white, navy/coral, or mustard/teal.
    • Technique: Sketch pattern lightly with a removable marker or use stencils. Fill shapes with Hand Tint Pro using precise tips; clean edges with a small brush dipped in remover.
    • Finish: Matte for modern look or gloss for pop.

    10) Faux Jewelry — Gemstone Look

    Make nails appear set with cabochons or gemstone inlays using shading and highlights.

    • Colors: deep jewel tones — sapphire blue, emerald green, ruby red — with tiny white highlights.
    • Technique: Paint a rich base color. Add darker shading around one edge and a small white dot offset for a reflective highlight. Surround the “gem” with tiny gold dots or rings to mimic settings.
    • Finish: High-gloss, thick top coat (or clear gel) to mimic the dome of a stone.

    Tips for Best Results

    • Prep: Clean and buff the nail surface; remove oils with alcohol wipe for longer-lasting tint.
    • Layering: Build color gradually; tint can often be layered for depth without streaks.
    • Tools: Use fine liners, sponges, and dotting tools in addition to the Hand Tint Pro nozzle for varied effects.
    • Sealing: Always finish with a compatible top coat to protect and intensify color.
    • Removal: Follow manufacturer recommendations for safe removal; avoid harsh scraping.

    Quick Color Pairing Suggestions

    • Classic: Nude + White
    • Bold: Black + Gold
    • Soft: Blush + Champagne
    • Playful: Teal + Coral
    • Luxe: Deep Plum + Rose Gold

    Safety Note For skin contact, ensure the tint product is formulated and labeled safe for skin application. Patch-test before full use to check for allergic reactions.

  • TV Series Icon Pack 6: HD Characters & Logos

    TV Series Icon Pack 6 — Ultimate Minimalist SetTV Series Icon Pack 6 — Ultimate Minimalist Set is a curated collection of minimalist icons inspired by popular television series, designed for fans, designers, and developers who want a clean, cohesive visual language for apps, websites, desktop themes, and fan projects. This article explains what the pack contains, how it’s designed, typical use cases, customization tips, technical details, and licensing considerations to help you decide if it fits your needs.


    What’s included

    The pack focuses on simplicity, clarity, and recognizability. Typical contents:

    • Over 120 icons representing characters, logos, props, and motifs from a range of TV series (stylized, not photorealistic).
    • Multiple sizes: 512×512, 256×256, 128×128, 64×64, 48×48 (raster PNG) and vector SVG files.
    • Light and dark variants to ensure visibility against different backgrounds.
    • Two style weights: line (outline) and filled (solid) versions for flexible interface design.
    • A downloadable icon font (OTF/TTF) and a CSS sprite sheet for easy web integration.
    • Source files (Adobe Illustrator .ai and editable SVGs) for custom edits.
    • A simple PDF guide with usage examples, color palette, and spacing rules.

    Design philosophy

    Minimalist design reduces visual noise while preserving instant recognition. Key principles applied in this pack:

    • Focus on essential shapes and negative space to suggest detail without clutter.
    • Limited color palette (accent colors for each icon) to maintain harmony when icons appear together.
    • Consistent stroke widths and corner radii across all icons for visual stability.
    • Scalable vectors ensuring crisp rendering at any size.
    • Accessibility-aware contrasts for legibility against different backgrounds.

    Example: a detective’s silhouette might be reduced to hat, collar line, and magnifying-glass outline—enough to evoke the character archetype without intricate features.


    Typical use cases

    • Mobile and desktop apps (launchers, media players, remote-control apps).
    • Website UI elements (navigation, category thumbnails, search filters).
    • Fan sites, blogs, and review platforms for visually consistent series lists.
    • Themed keyboards, chat stickers, and personalization packs for launchers.
    • Mockups and presentations: quickly convey TV-series categories in product demos.
    • Marketing assets, thumbnails, and video overlays requiring clean, modern visuals.

    Customization tips

    • Color accents: use one primary accent color per TV series to keep multi-show layouts readable.
    • Pairing: combine line and filled styles deliberately—use line icons for secondary actions and filled icons for primary calls to action.
    • Spacing: keep 16–24 px clear space around 128 px icons; scale proportionally for other sizes.
    • Animation: subtle micro-interactions (scale/opacity changes, 90° rotations for props) preserve the minimalist aesthetic.
    • Icon font usage: map frequently used icons to convenient codepoints and load subsets to improve performance.

    Technical details & formats

    • Raster: PNG at 48–512 px in transparent background; optimized with lossless compression.
    • Vector: SVGs with grouped layers and named IDs for easy targeting in CSS/JS.
    • Font: OTF/TTF and webfont formats (WOFF, WOFF2) with a recommended subset build for production.
    • Sprite: one high-resolution PNG and a corresponding CSS sprite map for legacy support.
    • License file (see licensing section) included with the download and embedded metadata for attribution guidance.

    Sample SVG snippet (example of structure, not actual icon):

    <svg width="128" height="128" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg" aria-hidden="true">   <g fill="none" stroke="#111" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round">     <path d="M4 7c0-2 4-4 8-4s8 2 8 4v6a4 4 0 0 1-4 4H8a4 4 0 0 1-4-4V7z"/>     <path d="M9 14v2m6-2v2"/>   </g> </svg> 

    Performance & accessibility

    • Use SVGs or icon fonts for best sharpness and minimal bandwidth.
    • Serve compressed formats (SVGO for SVGs, gzip/Brotli for webfont delivery).
    • Include descriptive aria-labels or elements for screen readers. </li> <li>Ensure color contrast ratios meet WCAG AA for any icons conveying critical information.</li> </ul> <hr> <h3 id="licensing-legal-notes">Licensing & legal notes</h3> <ul> <li>This pack is intended for fan and commercial interface use, but check the included license file for the exact terms. Typical options included with such packs: personal use, commercial use with attribution, or extended commercial license (no attribution) for an additional fee. </li> <li>Icons inspired by copyrighted TV series should be sufficiently stylized to avoid trademark infringement; the pack provides stylization guidelines and disclaimers. If you plan to sell merchandise that reproduces exact character likenesses or official logos, consult legal counsel or obtain rights from the IP owners.</li> </ul> <hr> <h3 id="tips-for-choosing-the-right-icon-pack">Tips for choosing the right icon pack</h3> <ul> <li>Confirm the pack includes the specific series you need. </li> <li>Prefer packs with editable vectors and source files for future tweaks. </li> <li>Check for regular updates—TV trends change, and new seasons create new motifs. </li> <li>Review licensing carefully if you’ll distribute or sell apps/themes that include the icons.</li> </ul> <hr> <p>If you want, I can:</p> <ul> <li>create a short promotional description (50–80 words) for a store listing; </li> <li>generate a sample color palette and spacing guide for the pack; or </li> <li>draft a license-friendly README to include in the download.</li> </ul> </div> <div style="margin-top:var(--wp--preset--spacing--40);" class="wp-block-post-date has-small-font-size"><time datetime="2025-09-01T22:47:56+01:00"><a href="http://cloud9342111.sbs/tv-series-icon-pack-6-hd-characters-logos/">1 September 2025</a></time></div> </div> </li><li class="wp-block-post post-431 post type-post status-publish format-standard hentry category-uncategorised"> <div class="wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained" style="padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60)"> <h2 class="wp-block-post-title has-x-large-font-size"><a href="http://cloud9342111.sbs/how-tgen-is-transforming-cancer-research-with-genomic-sequencing/" target="_self" >How TGen Is Transforming Cancer Research with Genomic Sequencing</a></h2> <div class="entry-content alignfull wp-block-post-content has-medium-font-size has-global-padding is-layout-constrained wp-block-post-content-is-layout-constrained"><h2 id="a-beginner-s-guide-to-tgen-what-it-does-and-why-it-mattersthe-translational-genomics-research-institute-tgen-is-a-nonprofit-research-organization-focused-on-applying-genomic-science-to-improve-patient-care-founded-in-2002-in-phoenix-arizona-tgen-brings-together-clinicians-researchers-bioinformaticians-and-industry-partners-to-translate-discoveries-in-dna-rna-and-other-molecular-data-into-better-diagnostics-treatments-and-preventive-strategies-this-guide-explains-what-tgen-does-how-it-works-key-accomplishments-and-why-its-work-matters-to-patients-healthcare-systems-and-science">A Beginner’s Guide to TGen: What It Does and Why It MattersThe Translational Genomics Research Institute (TGen) is a nonprofit research organization focused on applying genomic science to improve patient care. Founded in 2002 in Phoenix, Arizona, TGen brings together clinicians, researchers, bioinformaticians and industry partners to translate discoveries in DNA, RNA and other molecular data into better diagnostics, treatments and preventive strategies. This guide explains what TGen does, how it works, key accomplishments, and why its work matters to patients, healthcare systems and science.</h2> <hr> <h3 id="what-is-tgen">What is TGen?</h3> <p><strong>TGen is a translational genomics institute</strong> — it sits between basic laboratory discoveries and clinical application. Unlike pure academic labs that may focus on understanding fundamental biology, and unlike hospitals that primarily deliver care, TGen aims to accelerate the path from molecular discoveries to real-world medical advances. It focuses on diseases where genomics can make the biggest difference, including cancer, neurological and neurodegenerative disorders, infectious diseases and rare genetic conditions.</p> <hr> <h3 id="core-activities-and-capabilities">Core activities and capabilities</h3> <p>TGen performs several interrelated functions that together enable translational genomics:</p> <ul> <li>Genomic sequencing and molecular profiling <ul> <li>Whole-genome, whole-exome, RNA sequencing and targeted panels to identify mutations, gene expression patterns and structural changes. </li> </ul> </li> <li>Bioinformatics and data analysis <ul> <li>Computational pipelines to process raw sequencing data, identify clinically relevant variants, and integrate multi-omic datasets. </li> </ul> </li> <li>Functional studies and disease modeling <ul> <li>Laboratory experiments to test the biological role of candidate genes or variants, including cell-based assays and animal models. </li> </ul> </li> <li>Clinical collaboration and trials <ul> <li>Partnerships with hospitals and clinicians to return actionable results, design biomarker-driven clinical trials, and develop precision medicine approaches. </li> </ul> </li> <li>Drug discovery and repurposing <ul> <li>Using genomic insights to identify therapeutic targets, prioritize drug candidates, and repurpose existing drugs for new indications. </li> </ul> </li> <li>Diagnostics development and commercialization <ul> <li>Translating validated biomarkers into tests that can be used in clinical settings, often partnering with industry for regulatory and market pathways.</li> </ul> </li> </ul> <hr> <h3 id="how-tgen-s-work-actually-reaches-patients">How TGen’s work actually reaches patients</h3> <p>TGen doesn’t just sequence genomes and publish papers — it builds pipelines to make results clinically meaningful:</p> <ol> <li>Sample collection: patient biopsies, blood samples or other tissues are acquired through clinical partners. </li> <li>Molecular analysis: sequencing and other assays generate high-dimensional molecular data. </li> <li>Interpretation: bioinformaticians and molecular pathologists identify variants and signatures that may influence diagnosis, prognosis or treatment. </li> <li>Clinical reporting: actionable findings are communicated to treating physicians, often with treatment suggestions or clinical trial options. </li> <li>Follow-up and trials: patients may be enrolled in targeted trials or receive therapies guided by genomic findings. </li> </ol> <p>This closed loop—from patient sample to treatment—illustrates the “translational” mission.</p> <hr> <h3 id="notable-accomplishments">Notable accomplishments</h3> <p>TGen has contributed to many advances in precision medicine. Examples include:</p> <ul> <li>Identifying genetic drivers and actionable mutations in multiple cancer types, helping clinicians select targeted therapies. </li> <li>Using genomics to uncover causes of rare diseases and providing molecular diagnoses for patients previously undiagnosed. </li> <li>Participating in efforts to sequence tumors and profile their microenvironments to understand resistance mechanisms and combination therapy strategies. </li> <li>Contributing to infectious disease genomics, including outbreak analysis and pathogen surveillance. </li> </ul> <p>These accomplishments often involve multi-institution collaborations and have led to peer-reviewed publications, clinical trial protocols, and diagnostic tools.</p> <hr> <h3 id="why-tgen-matters">Why TGen matters</h3> <ul> <li>Improved patient outcomes: genomic profiling can reveal targeted therapies or trial options that standard care would miss, potentially improving survival and quality of life. </li> <li>Faster translation of discoveries: by bridging lab and clinic, TGen shortens the time between a molecular discovery and a new treatment or diagnostic. </li> <li>Resource for clinicians: community physicians gain access to advanced molecular testing and expert interpretation without needing their own genomics infrastructure. </li> <li>Economic and scientific impact: discoveries can spawn startups, diagnostics and therapeutics that benefit patients and the broader healthcare ecosystem. </li> <li>Public health value: pathogen genomics and surveillance help detect and respond to outbreaks more rapidly.</li> </ul> <hr> <h3 id="challenges-and-limitations">Challenges and limitations</h3> <ul> <li>Complexity of genomic data: interpreting variants of uncertain significance remains difficult; not every finding is actionable. </li> <li>Cost and access: high-throughput sequencing and downstream analysis can be expensive; equitable access remains a challenge. </li> <li>Regulatory and reimbursement hurdles: translating biomarkers into widely available clinical tests requires regulatory approval and payer acceptance. </li> <li>Biological complexity: tumors evolve and resistance emerges; one-time profiling may not capture dynamic changes.</li> </ul> <hr> <h3 id="how-to-engage-with-tgen-for-patients-clinicians-researchers">How to engage with TGen (for patients, clinicians, researchers)</h3> <ul> <li>Patients: ask your oncologist or specialist whether genomic profiling or referral to a translational genomics program is appropriate. If eligible, you may receive molecular testing and access to targeted trials. </li> <li>Clinicians: partner with translational genomics groups like TGen to access testing, interpretation and trial opportunities for patients with rare, refractory, or complex conditions. </li> <li>Researchers: collaborate on multi-omic projects, share datasets, or join translational studies that connect bench discoveries to clinical questions. </li> <li>Industry: partner to co-develop diagnostics or therapeutics, or license discoveries for commercialization.</li> </ul> <hr> <h3 id="future-directions">Future directions</h3> <p>The field of translational genomics is rapidly evolving. Areas likely to grow include:</p> <ul> <li>Single-cell and spatial genomics to resolve tumor heterogeneity and microenvironmental interactions. </li> <li>Integration of multi-omic data (genomics, proteomics, metabolomics) with clinical records and imaging for richer predictive models. </li> <li>AI-driven interpretation tools to accelerate variant prioritization and therapy matching. </li> <li>Broader adoption of liquid biopsies for noninvasive monitoring and early detection. </li> <li>Greater emphasis on equitable access and population-scale genomic studies to reduce disparities.</li> </ul> <hr> <h3 id="final-takeaway">Final takeaway</h3> <p><strong>TGen applies genomic science to bridge discovery and clinical care, accelerating precision medicine for cancer, rare diseases and infectious threats.</strong> Its combination of sequencing, bioinformatics, functional validation and clinical partnerships helps turn molecular insights into actionable tests, treatments and trials that can improve patient outcomes.</p> </div> <div style="margin-top:var(--wp--preset--spacing--40);" class="wp-block-post-date has-small-font-size"><time datetime="2025-09-01T22:39:00+01:00"><a href="http://cloud9342111.sbs/how-tgen-is-transforming-cancer-research-with-genomic-sequencing/">1 September 2025</a></time></div> </div> </li><li class="wp-block-post post-430 post type-post status-publish format-standard hentry category-uncategorised"> <div class="wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained" style="padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60)"> <h2 class="wp-block-post-title has-x-large-font-size"><a href="http://cloud9342111.sbs/wakearp-the-ultimate-guide-to-wake-on-lan-for-modern-networks/" target="_self" >WakeARP: The Ultimate Guide to Wake-on-LAN for Modern Networks</a></h2> <div class="entry-content alignfull wp-block-post-content has-medium-font-size has-global-padding is-layout-constrained wp-block-post-content-is-layout-constrained"><h2 id="wakearp-explained-how-wakearp-boosts-device-wake-reliabilitywake-on-lan-wol-has-long-been-the-go-to-method-for-remotely-powering-up-machines-on-a-local-network-yet-in-many-environments-mixed-operating-systems-complex-vlans-wireless-segments-or-equipment-with-aggressive-power-saving-features-wol-can-be-unreliable-wakearp-is-an-extension-approach-designed-to-improve-the-reliability-of-remote-wake-operations-by-combining-arp-based-techniques-with-classic-magic-packet-delivery-this-article-explains-what-wakearp-is-why-it-helps-how-it-works-deployment-considerations-security-implications-troubleshooting-and-real-world-use-cases">WakeARP Explained — How WakeARP Boosts Device Wake ReliabilityWake-on-LAN (WoL) has long been the go-to method for remotely powering up machines on a local network. Yet in many environments — mixed operating systems, complex VLANs, wireless segments, or equipment with aggressive power-saving features — WoL can be unreliable. WakeARP is an extension/approach designed to improve the reliability of remote wake operations by combining ARP-based techniques with classic magic-packet delivery. This article explains what WakeARP is, why it helps, how it works, deployment considerations, security implications, troubleshooting, and real-world use cases.</h2> <hr> <h3 id="what-is-wakearp">What is WakeARP?</h3> <p><strong>WakeARP is a technique that augments traditional Wake-on-LAN by using Address Resolution Protocol (ARP) activity to ensure a target device’s network interface is reachable and can respond to a wake request.</strong> Where classic WoL relies solely on broadcasting a magic packet to a NIC’s MAC address, WakeARP first stimulates or verifies the network-layer presence of the device using ARP to increase the likelihood the NIC will accept or pass the wake packet to the host.</p> <hr> <h3 id="why-wakearp-improves-reliability">Why WakeARP improves reliability</h3> <ul> <li>Many NICs and system firmware put network hardware into power states where they will only listen for very specific magic-packet patterns or may disable the network interface entirely until certain bus/bridge power conditions are met.</li> <li>Network switches and routers can clear ARP or MAC-table entries for idle devices; when the switch no longer has the mapping for a target MAC-port, broadcast/multicast frames (including some WoL packets) may not reach the correct physical port.</li> <li>Wireless connections and power-saving features on laptops can drop association or place the radio into deep-sleep modes that ignore incoming traffic.</li> <li>Virtualized or containerized environments and some remote management setups (e.g., certain embedded NICs, BMCs) may need an initial L2/L3 stimulus to transition into a state where they will accept wake packets.</li> </ul> <p>By generating ARP requests and replies (or otherwise refreshing ARP/MAC table entries) immediately before — or as part of — the wake process, WakeARP increases the chances the network path and NIC state are appropriate for the magic packet to be received and acted on.</p> <hr> <h3 id="how-wakearp-works-technical-overview">How WakeARP works — technical overview</h3> <ol> <li> <p>ARP stimulation:</p> <ul> <li>The wake controller sends targeted ARP requests for the target IP or probes the subnet with ARP who-has queries to refresh the switch’s MAC table and any ARP cache entries on gateways or hosts.</li> <li>Optionally, the controller sends gratuitous ARP replies from the target’s MAC to inform switches of the MAC-port mapping. This can be useful when the target hasn’t sent any traffic recently.</li> </ul> </li> <li> <p>Magic-packet delivery timing:</p> <ul> <li>After ARP activity, the controller sends the magic packet (typically UDP broadcast carrying the 6-byte FF sequence followed by 16 repetitions of the target MAC).</li> <li>Some implementations repeat the sequence (ARP then magic packet) or interleave ARP probes with multiple magic packets across a brief window (e.g., a few hundred milliseconds to several seconds).</li> </ul> </li> <li> <p>Layer-2 vs Layer-3 considerations:</p> <ul> <li>WakeARP primarily operates at L2 (ARP is an L2/L3 bridging mechanism), but implementations may also combine ARP with directed L3 unicast packets to intermediary devices (e.g., gateway ARP caches).</li> <li>For routed subnets or VLAN-separated devices, WakeARP logic can target the switch or router interfaces that maintain the necessary mapping information.</li> </ul> </li> <li> <p>Wireless and infrastructure-specific tweaks:</p> <ul> <li>On Wi‑Fi, WakeARP may send directed packets to keep the AP’s client association state active or trigger the AP to forward wake traffic to the correct radio.</li> <li>On managed switches, WakeARP implementations can optionally use SNMP or controller APIs to pin MAC entries temporarily or verify port status before sending magic packets.</li> </ul> </li> </ol> <hr> <h3 id="deployment-approaches">Deployment approaches</h3> <ul> <li>Host-based agent: A small daemon on a management host performs ARP stimulation and sends magic packets. Useful in environments where centralized management controls wake cycles.</li> <li>Network device integration: Integrate WakeARP logic into network controllers, SDN controllers, or management platforms (RMM, SCCM, etc.). These can issue ARP-refresh commands to switches or orchestrate wake sequences across VLANs.</li> <li>Switch-assisted: On programmable switches, use flow rules or management APIs to ensure MAC table entries persist or to forward broadcast frames to a specific port.</li> <li>Hybrid: Combine host agents for local ARP replies with a central service that orchestrates timing and retries.</li> </ul> <hr> <h3 id="security-considerations">Security considerations</h3> <ul> <li>Gratuitous ARP and ARP spoofing are close relatives: using gratuitous ARP improperly can be exploited to hijack traffic. Implementations must authenticate control channels and restrict which systems can issue gratuitous ARP or manipulate switch tables.</li> <li>Rate limiting: ARP storms can cause performance issues. Limit ARP probe frequency and scope (per-subnet, per-device).</li> <li>Access controls: Only allow WakeARP operations from authorized management hosts or via authenticated APIs (TLS, mutual auth, key-based access).</li> <li>Logging and audit: Record WakeARP events so unexpected wake activity can be investigated.</li> </ul> <hr> <h3 id="troubleshooting-checklist">Troubleshooting checklist</h3> <ul> <li>Verify NIC and BIOS/UEFI settings: Ensure Wake-on-LAN (or equivalent) is enabled in firmware and OS settings.</li> <li>Check switch MAC tables and port security: Confirm MAC-to-port mapping exists or that port security doesn’t block the MAC.</li> <li>Confirm broadcast reachability: Ensure broadcasts or UDP destinations used for magic packets traverse the network segment and are not filtered.</li> <li>Test ARP stimulation separately: Use arping or packet-capture tools to confirm ARP probes reach the switch and trigger MAC-table retention.</li> <li>Wireless-specific checks: Ensure APs support forwarding WoL and client association wake features.</li> <li>Timing: Try increasing the ARP-to-magic packet delay and repeating sequences if initial packets are missed.</li> </ul> <hr> <h3 id="real-world-use-cases">Real-world use cases</h3> <ul> <li>Office desktop farms where long idle periods cause switches to age out MAC entries.</li> <li>Remote branch offices behind NAT or router devices where ARP caches on gateways need refreshing.</li> <li>Mixed wired/wireless environments (hotels, campuses) where association state and AP behavior cause missed wake attempts.</li> <li>Data centers using out-of-band management combined with WakeARP to ensure virtual NICs or hypervisor-layer forwarding properly reaches guest VMs.</li> </ul> <hr> <h3 id="example-sequence-conceptual">Example sequence (conceptual)</h3> <ol> <li>Management system issues ARP who-has for 10.0.1.123.</li> <li>Switch learns mapping or refreshes its entry based on traffic (or a gratuitous ARP is sent).</li> <li>Management system sends three magic packets spaced 200 ms apart to broadcast address 10.0.1.255 with target MAC AA:BB:CC:DD:EE:FF.</li> <li>NIC in target machine sees magic packet and triggers system power-up.</li> </ol> <hr> <h3 id="limitations">Limitations</h3> <ul> <li>WakeARP cannot wake devices whose NICs or system firmware completely disable the NIC from listening in deep-states.</li> <li>It relies on the ability to send L2 stimuli; in some routed or transit networks, that may be impossible without special infrastructure access.</li> <li>Incorrect use of gratuitous ARP can cause network confusion or security issues.</li> </ul> <hr> <h3 id="conclusion">Conclusion</h3> <p>WakeARP is a pragmatic enhancement to classic Wake-on-LAN practices. By intentionally refreshing ARP and MAC-table state before delivering magic packets, it addresses common failure modes introduced by idle network state, switch aging, wireless client behavior, and power-saving NIC states. When deployed carefully with access controls and rate-limiting, WakeARP can significantly raise wake reliability across mixed and complex networks.</p> </div> <div style="margin-top:var(--wp--preset--spacing--40);" class="wp-block-post-date has-small-font-size"><time datetime="2025-09-01T22:30:25+01:00"><a href="http://cloud9342111.sbs/wakearp-the-ultimate-guide-to-wake-on-lan-for-modern-networks/">1 September 2025</a></time></div> </div> </li><li class="wp-block-post post-429 post type-post status-publish format-standard hentry category-uncategorised"> <div class="wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained" style="padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60)"> <h2 class="wp-block-post-title has-x-large-font-size"><a href="http://cloud9342111.sbs/top-portable-ldapsearch-utilities-for-system-administrators/" target="_self" >Top Portable LDAPSearch Utilities for System Administrators</a></h2> <div class="entry-content alignfull wp-block-post-content has-medium-font-size has-global-padding is-layout-constrained wp-block-post-content-is-layout-constrained"><h2 id="portable-ldapsearch-best-practices-and-command-examplesportable-ldapsearch-is-a-compact-command-line-approach-to-querying-ldap-lightweight-directory-access-protocol-directories-from-machines-where-you-cannot-or-prefer-not-to-install-full-ldap-client-suites-this-article-covers-when-and-why-to-use-portable-ldapsearch-how-to-obtain-or-build-portable-tools-practical-command-examples-security-and-performance-best-practices-troubleshooting-tips-and-sample-scripts-for-real-world-tasks">Portable LDAPSearch: Best Practices and Command ExamplesPortable LDAPSearch is a compact, command-line approach to querying LDAP (Lightweight Directory Access Protocol) directories from machines where you cannot or prefer not to install full LDAP client suites. This article covers when and why to use portable ldapsearch, how to obtain or build portable tools, practical command examples, security and performance best practices, troubleshooting tips, and sample scripts for real-world tasks.</h2> <hr> <h3 id="what-portable-ldapsearch-means-and-when-to-use-it">What “portable ldapsearch” means and when to use it</h3> <p>Portable ldapsearch refers to a minimal, self-contained ldapsearch (or equivalent LDAP querying tool) binary or script that can be run without a full LDAP client environment. Use cases include:</p> <ul> <li>Emergency troubleshooting from rescue media or USB sticks. </li> <li>Working on locked-down systems where installation requires admin privileges. </li> <li>Cross-platform admin tasks where you need the same toolset on Windows, macOS, and Linux. </li> <li>Inclusion in portable admin toolkits for field engineers.</li> </ul> <p><strong>Advantages:</strong> small footprint, easy to distribute, quick startup.<br /> <strong>Limitations:</strong> may lack advanced TLS/PKI integration, SASL modules, or certain schema-aware features.</p> <hr> <h3 id="obtaining-or-building-a-portable-ldapsearch">Obtaining or building a portable ldapsearch</h3> <p>Options:</p> <ul> <li>Use OpenLDAP’s ldapsearch from a static build. Prebuilt static binaries may be available for Linux; compile OpenLDAP with static linking (configure –enable-static, LDFLAGS -static) for portability. </li> <li>Use portable toolkits like Apache Directory LDAP API (Java) packaged with a JRE—cross-platform but larger. </li> <li>Use lightweight Python scripts using ldap3 library: highly portable if Python is present, or bundle with PyInstaller. </li> <li>For Windows, consider ldapsearch.exe ports or use Cygwin/WSL to run Unix builds.</li> </ul> <p>When building, ensure dependencies (OpenSSL, SASL) are either statically linked or clearly documented so the binary behaves reproducibly across systems.</p> <hr> <h3 id="authentication-security-best-practices">Authentication & security best practices</h3> <ul> <li><strong>Always use LDAPS (TCP 636) or StartTLS on 389</strong> when transmitting credentials or sensitive data. </li> <li>Verify server certificates; avoid disabling verification in production. Use –cacert or TLS_CACERT directives to point to trusted CA bundles. </li> <li>Prefer strong binds: use SASL mechanisms (GSSAPI/Kerberos) where available to avoid transmitting passwords. </li> <li>Use least-privilege accounts for binds; create service accounts with limited read scope when possible. </li> <li>For scripts, avoid placing passwords on the command line (they appear in process listings). Use an interactive prompt, environment variables with proper permissions, or secure credential stores.</li> </ul> <hr> <h3 id="common-ldapsearch-command-examples">Common ldapsearch command examples</h3> <p>Below are practical ldapsearch invocations. Replace examples’ placeholders (DC values, DNs, hostnames) with your environment’s values.</p> <ol> <li>Simple anonymous search (default on many servers) <pre><code> ldapsearch -x -H ldap://ldap.example.com -b "dc=example,dc=com" "(objectClass=person)" </code></pre> </li> </ol> <ul> <li>-x: simple authentication (no SASL) </li> <li>-H: LDAP URI </li> <li>-b: search base</li> </ul> <ol> <li>Authenticate with simple bind (avoid on plaintext connections) <pre><code> ldapsearch -x -D "cn=admin,dc=example,dc=com" -W -H ldaps://ldap.example.com -b "dc=example,dc=com" "(uid=jdoe)" </code></pre> </li> </ol> <ul> <li>-D: bind DN </li> <li>-W: prompt for password</li> </ul> <ol> <li>Using StartTLS <pre><code> ldapsearch -x -H ldap://ldap.example.com -ZZ -b "dc=example,dc=com" "(cn=John*)" </code></pre> </li> </ol> <ul> <li>-ZZ: StartTLS</li> </ul> <ol> <li>Specify attributes and limit scope / size / time <pre><code> ldapsearch -x -H ldaps://ldap.example.com -b "ou=people,dc=example,dc=com" "(mail=*@example.com)" mail cn -S cn -z 500 -l 60 </code></pre> </li> </ol> <ul> <li>List attributes to return (mail cn) </li> <li>-S cn: sort by cn (server must support server-side sort) </li> <li>-z: size limit </li> <li>-l: time limit (seconds)</li> </ul> <ol> <li>Using SASL GSSAPI (Kerberos) bind <pre><code> kinit admin@EXAMPLE.COM ldapsearch -Y GSSAPI -H ldap://ldap.example.com -b "dc=example,dc=com" "(uid=jdoe)" </code></pre> </li> </ol> <ul> <li>-Y GSSAPI: SASL mechanism</li> </ul> <ol> <li>Searching deep subtree vs onelevel <pre><code> ldapsearch -x -s base -b "dc=example,dc=com" "(objectClass=*)" ldapsearch -x -s one -b "ou=people,dc=example,dc=com" "(objectClass=person)" ldapsearch -x -s sub -b "dc=example,dc=com" "(sn=Smith)" </code></pre> </li> </ol> <ul> <li>-s: scope (base, one, sub)</li> </ul> <ol> <li>Using LDAP filters with AND/OR/NOT <pre><code> ldapsearch -x -b "dc=example,dc=com" "(&(objectClass=person)(|(sn=Smith)(sn=Jones)))" </code></pre> </li> </ol> <hr> <h3 id="performance-scaling-tips">Performance & scaling tips</h3> <ul> <li>Use targeted search bases and specific filters to reduce server load. </li> <li>Request only necessary attributes. </li> <li>Prefer server-side controls (paging, VLV, sorting) instead of client-side filtering when available. Example: use Simple Paged Results Control with ldapsearch’s -E pr=1000/noprompt. <pre><code> ldapsearch -x -H ldaps://ldap.example.com -b "dc=example,dc=com" -E pr=500 "(objectClass=person)" </code></pre> </li> <li>Use connection reuse when running multiple queries; persistent sessions save TLS/SASL handshakes. </li> <li>For bulk exports, use ldapsearch with paged results and consider ldif output parsing tools.</li> </ul> <hr> <h3 id="troubleshooting-common-issues">Troubleshooting common issues</h3> <ul> <li>“Can’t contact LDAP server”: check host, port, firewall, and DNS. Use nc/telnet for port checks. </li> <li>TLS errors: verify certificate chain and hostname; use -d 1 to increase ldapsearch debug. </li> <li>Authentication failures: ensure bind DN format, password, and SASL credentials (ticket validity) are correct. </li> <li>Partial results or size limits: server-side limits may truncate results; check server logs and admin limits.</li> </ul> <p>Enable verbose debugging:</p> <pre><code>ldapsearch -d 1 -x -H ldap://ldap.example.com -b "dc=example,dc=com" "(objectClass=*)" </code></pre> <p>Increase debug level (0–65535) for more detail.</p> <hr> <h3 id="sample-portable-ldapsearch-scripts">Sample portable ldapsearch scripts</h3> <ol> <li> <p>USB-friendly Bash script that prompts for credentials, uses StartTLS, pages results, and stores LDIF:</p> <pre><code >#!/usr/bin/env bash HOST="ldap.example.com" BASE="dc=example,dc=com" OUTPUT="export.ldif" read -p "Bind DN: " BINDDN read -s -p "Password: " PASS; echo PAGE=500 ldapsearch -x -H ldap://$HOST -ZZ -D "$BINDDN" -w "$PASS" -b "$BASE" -E pr=$PAGE "(objectClass=person)" > "$OUTPUT" echo "Saved to $OUTPUT" </code></pre> </li> <li> <p>Python (ldap3) single-file query (can be bundled with PyInstaller) “`python #!/usr/bin/env python3 from ldap3 import Server, Connection, Tls, ALL import getpass</p> </li> </ol> <p>host = ‘ldap.example.com’ base = ‘dc=example,dc=com’ user = input(‘Bind DN: ‘) pw = getpass.getpass() s = Server(host, use_ssl=True, get_info=ALL) c = Connection(s, user=user, password=pw, auto_bind=True) c.search(base, ‘(objectClass=person)’, attributes=[‘cn’,‘mail’]) for entry in c.entries:</p> <pre><code>print(entry) </code></pre> <p>”`</p> <hr> <h3 id="wrap-up-checklist-before-running-portable-ldapsearch">Wrap-up / checklist before running portable ldapsearch</h3> <ul> <li>Confirm network and port reachability to LDAP host. </li> <li>Choose LDAPS or StartTLS and ensure CA trust is configured. </li> <li>Avoid passing plain passwords on CLI. </li> <li>Limit search base and attributes to what’s necessary. </li> <li>Use paging for large result sets.</li> </ul> <hr> <p>If you want, I can: provide a static-build recipe for OpenLDAP ldapsearch on Linux, adapt scripts for Windows, or create a ready-to-run portable ZIP with a prebuilt binary and example configs.</p> </div> <div style="margin-top:var(--wp--preset--spacing--40);" class="wp-block-post-date has-small-font-size"><time datetime="2025-09-01T22:20:48+01:00"><a href="http://cloud9342111.sbs/top-portable-ldapsearch-utilities-for-system-administrators/">1 September 2025</a></time></div> </div> </li></ul> <div class="wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained" style="padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60)"> </div> <div class="wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained"> <nav class="alignwide wp-block-query-pagination 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