Accelerate Splunk Dashboards with tstats and Data Models
Replace slow raw-event stats with tstats against accelerated Splunk data models for faster dashboard queries.
01 Sept 2025, 00:39 UTC
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ReadMeFeed / Community knowledge
The knowledge journal
Practical guides, fresh perspectives and ideas worth trying.
Building npm libraries with Vite's library mode: entry, externals, and CSS
Learn how to use Vite's library mode to build npm packages: configure entry, externalize dependencies, handle CSS, set UMD name, and verify the output in a consumer project.
02 Aug 2025, 09:53 UTC
Automate ShotGrid Version creation from Publish events
Use a ShotGrid Event Daemon plugin to create a Version when a Publish registers, with verification steps and operational limits.
02 Jun 2026, 14:34 UTC
Designing a GIMP Batch‑Mode Image‑Processing Pipeline with Script‑Fu
A concise architecture note for building a server‑side GIMP batch‑mode pipeline with Script‑Fu, covering requirements, minimal design, trust boundaries, checks, failure modes, and change triggers.
10 Oct 2025, 22:59 UTC
Arch Linux: Full System Upgrades as the Package Trust Boundary
Why installing one package on an outdated Arch system breaks shared libraries, and how to make full upgrades the default gate.
11 Feb 2026, 00:23 UTC
Using GitLab CI needs to Build DAG‑Style Pipelines
Learn how the `needs` keyword lets jobs start as soon as their prerequisites finish, enabling parallel execution and shorter pipeline runs.
23 Dec 2025, 02:37 UTC
Refresh Only What Changed: Inertia.js Partial Reloads with only and except
Use Inertia.js only and except to reload specific page props without resending the entire payload.
24 Sept 2025, 22:30 UTC
Kaldi Chain TDNN vs GMM-HMM: A Practical Engineering Decision
Decide when Kaldi's lattice-free MMI chain TDNN pipeline is worth the complexity over a traditional GMM-HMM baseline for custom speech recognition.
14 Jun 2026, 08:39 UTC
Adopting Biome: Recommended Rules, Selective Categories, and CI Enforcement
Decide whether to use Biome's recommended lint baseline or selective rule categories, and enforce formatting with biome check and biome ci without breaking a legacy codebase.
02 Jan 2026, 05:29 UTC
Eclipse Java builds: choose ecj or delegate to Maven and Gradle
Decide whether to compile Java in Eclipse with ecj or delegate builds to Maven/Gradle, then validate CI parity before pushing.
07 Sept 2026, 16:18 UTC
Set up GitBook Git Sync with GitHub or GitLab as the source of truth
Connect one GitBook space to a GitHub or GitLab branch so Git stays the reviewable source of truth while GitBook renders and publishes the docs.
08 Sept 2025, 17:35 UTC
Stop Clicking Bamboo Plans into Existence: Use Bamboo Specs as Source of Truth
Move Bamboo build plans out of the UI and into versioned YAML specs so changes go through pull requests instead of untracked clicks.
28 Sept 2026, 05:59 UTC
Choosing Okta API Access Management for Microservice Token Validation: A Decision Guide
Okta API Access Management offers real-time token revocation and scope enforcement for stateless microservices. Compare OAM with custom JWT validation and third-party OAuth, then see a Java introspection example.
18 Apr 2026, 22:39 UTC
Fetching Paginated Data in Titanium SDK: A Practical Guide to HTTPClient, Caching, and Infinite Scroll
Learn how to fetch paginated data in Titanium SDK using HTTPClient, cache responses, and implement infinite scroll. A step‑by‑step guide with code, trade‑offs, and best practices for mobile apps.
18 Oct 2025, 01:27 UTC
Solving Transaction Timeouts with Salesforce Platform Events
Stop transaction timeouts in Salesforce by moving heavy downstream processes to Platform Events. Learn how to implement asynchronous pub-sub patterns with idempotency.
25 Apr 2026, 13:11 UTC
SpiceDB New-Enemy Reads: Diagnosing Stale Permission Checks with ZedTokens
Permission granted then immediately denied in SpiceDB is often New-Enemy. This guide shows how to diagnose stale reads with ZedTokens and at_least_as_fresh_as, and when to elevate.
10 Apr 2026, 18:33 UTC
Scaling CSS Performance: How Firefox's Stylo Parallelizes Style Computation
Explore how Firefox uses the Rust-based Stylo engine to move CSS style computation from a single-threaded bottleneck to a parallelized process across multiple CPU cores.
12 Nov 2025, 06:56 UTC
Mastering NuGet in JetBrains Rider: The Integrated Package Management Workflow
Learn how Rider’s NuGet tool window streamlines package installation, source configuration, and dependency resolution, with a step‑by‑step example, pitfalls to avoid, and best‑practice tips for .NET developers.
08 Oct 2026, 11:34 UTC
SQLite UPSERT: Making Insert-or-Update Safe Under Concurrency
Use SQLite's INSERT ... ON CONFLICT DO UPDATE to replace SELECT-then-write races with a single idempotent statement, provided a UNIQUE or PRIMARY KEY defines the conflict target.
28 Aug 2026, 11:57 UTC
Implementing Soft Delete in EF Core: Global Query Filters vs. Manual Filtering
Decide between EF Core Global Query Filters and manual Where clauses for soft deletes. Learn how to implement automated filtering using interfaces and how to avoid common migration pitfalls.
10 Jan 2026, 08:34 UTC
Testing Beats Studio3 ANC: Verification, Battery Trade-offs, and What Actually Works
A practical guide to verifying Beats Studio3 ANC, understanding battery trade-offs, and using transparency mode effectively.
14 Sept 2026, 15:37 UTC
Bulk-updating legacy HTML in Dreamweaver with site-wide regex find and replace
Use Dreamweaver’s site-wide Find and Replace with regular expressions to safely bulk-update legacy HTML. Scope the site, respect the legacy JavaScript regex flavor, preview in the Results panel, and verify with version control before closing the session.
18 Oct 2025, 07:11 UTC
Pug Template Inheritance and Includes: An Architecture Note
An architecture note on designing Pug template inheritance with extends and block directives, constraining include paths, and maintaining cache and escaping discipline.
20 Oct 2025, 11:30 UTC
Pytest Fixture Scope: When to Share State and When to Reset
Pytest fixture scope is an engineering trade-off between test isolation and runtime. Learn how to choose function, module, or session scope without creating order-dependent tests.
13 Oct 2026, 20:53 UTC
Swiper Lazy Loading: Built-in Module vs. Custom IntersectionObserver
A decision guide for deferring image loads in Swiper: compare the built-in Lazy module against a custom IntersectionObserver, with implementation and validation steps.
07 Sept 2026, 10:36 UTC
Jule Reactive Streams: Building Back‑Pressure‑Aware Pipelines in Microservices
When microservices face high‑volume data, unbounded streams can exhaust memory. Jule’s reactive streams give a declarative, back‑pressure‑aware pipeline that keeps the event loop responsive and the code type‑safe.
01 Jul 2026, 15:42 UTC
Offset vs Keyset Pagination in Hibernate: A Decision Guide
Choosing between offset‑based and keyset pagination in Hibernate can dramatically affect performance. This guide compares the two, explains trade‑offs, and provides concrete implementation examples and validation steps.
28 Jun 2026, 16:03 UTC
Parsing Small DSLs with Prolog Definite Clause Grammars
How Prolog's Definite Clause Grammars (DCGs) let you parse small DSLs and structured input using unification and backtracking, without a separate parser generator.
03 Apr 2026, 12:19 UTC
Mastering Atomicity in Elixir: Ecto.Multi for Clean, Testable Transactions
Ecto.Multi lets you group database ops into a single, atomic transaction. Learn how to declare, execute, test, and debug Multi chains—plus common pitfalls and best‑practice tips.
08 Jan 2026, 10:47 UTC
KDE Neon Session Management: Verifying Wayland and Falling Back to X11
KDE Neon defaults to Plasma Wayland, but compatibility issues with NVIDIA, legacy X11 apps, or screen recording may require the X11 session. Learn how to check your current session and switch safely.
26 Aug 2025, 07:28 UTC
Processing Large Sequential Files with COBOL SORT INPUT/OUTPUT Procedures
An architecture note on using COBOL SORT with INPUT/OUTPUT procedures to validate, filter, and aggregate a large sequential file under memory constraints, covering design boundaries, operational checks, failure modes, and when to change the approach.
27 Aug 2025, 13:27 UTC
Using CSS Custom Properties as Runtime Design Tokens for Light/Dark Themes
Learn how CSS custom properties let you change colors, spacing, and other design tokens at runtime—no stylesheet swap or page reload required.
28 May 2026, 21:57 UTC
Handling Transient Failures in Symfony Messenger with Retry Strategies and Failure Transports
Learn how to configure Symfony Messenger's built‑in retry strategy and failure transport to automatically handle transient errors, keep failed messages inspectable, and replay them safely — without writing custom retry loops.
18 Oct 2025, 19:05 UTC
Bootstrap Theming Strategy: Sass Variables for Build-Time Structure, CSS Custom Properties for Runtime Color
Learn the supported Bootstrap theming decision: override Sass variables at compile time for structure and CSS custom properties at runtime for colors, keeping upgrades maintainable.
18 Feb 2026, 17:23 UTC
F# Result Type: Making Expected Failures Part of Your Function Signature
Use F#'s Result<'T,'Error> discriminated union and combinators like Result.bind, Result.map, and Result.mapError to represent domain failures explicitly instead of throwing exceptions, with a worked example and practical limits.
25 Nov 2025, 20:00 UTC
Diagnosing 'Critical error: Could not connect to server' in FileZilla Client
Step‑by‑step guide to diagnose FileZilla’s 'Critical error: Could not connect to server' by checking mode logs, testing ports, and matching TLS settings.
09 Jul 2025, 13:40 UTC
Reducing Go Technical Debt with GoLand's Static Analysis and SSR
Learn how to use GoLand's static analysis, data‑flow inspections, and Structural Search and Replace (SSR) to enforce project conventions and reduce technical debt in Go.
26 Dec 2025, 18:52 UTC
How Source Engine Hides Latency: Prediction and Lag Compensation Under the Hood
Source Engine hides latency by running identical movement code on client and server. Learn how lag compensation rewinds hitboxes for hitscan and how the 100ms default lerp creates a fixed peeker's advantage for map design.
05 Mar 2026, 19:56 UTC
Turn Unstructured Logs into Actionable Data with Datadog Log Processor Pipelines
Datadog Log Processor Pipelines let you parse, enrich, and keep raw logs intact. This article walks through a concrete Nginx example, shows how to build a Grok pipeline, verifies it, and discusses CPU trade‑offs and fallback strategies.
01 Jul 2026, 06:13 UTC
Restricting Issue Visibility with Jira Issue Security Levels
Learn how to use Jira Issue Security Schemes to restrict the visibility of sensitive issues to specific groups or roles, bypassing general project browse permissions.
28 Aug 2025, 12:51 UTC
Using Jeet's col() Mixin for Inline Fraction Grids in Sass
Jeet's col() mixin replaces semantic grid classes with fraction-based widths declared beside your component styles. Learn how it works, a practical setup example, and the trade-offs before adopting it.
09 Aug 2026, 10:34 UTC
SolidJS State Architecture: Signals, Memos, and Effects
Own SolidJS UI state with createSignal, createMemo, and createEffect while avoiding stale DOM and broken reactivity.
05 Sept 2026, 10:24 UTC
Stack Overflow’s 3,000-Reputation Close-Vote Privilege: What It Actually Does
At 3,000 reputation you can cast close and reopen votes, but closure still requires three privileged votes or a moderator. Here is how to verify and use it.
19 Jun 2026, 12:12 UTC
Thymeleaf Layout Dialect: Reusable Page Structures Without Duplicated Markup
Learn how Thymeleaf Layout Dialect lets Spring developers define a base page shell once and inject page-specific content, while keeping HTML prototypes valid and avoiding nested-decoration performance traps.
02 Apr 2026, 19:35 UTC
Zero-Downtime Deployments with Fiber's Graceful Shutdown
Learn how to use Fiber's ShutdownWithTimeout to drain in-flight requests during deployments, avoid dropped connections, and handle common pitfalls like deadlocks and context leaks.
01 Oct 2025, 08:14 UTC
Centralizing Axios Configuration with Shared Instances and Interceptors
Repeating baseURL and auth headers on every Axios call creates drift and inconsistent error handling. A shared instance with interceptors centralizes that logic.
21 May 2026, 06:52 UTC
Managing Multi-GPU Workloads with Vulkan Device Groups
Learn how to use Vulkan Device Groups to treat multiple GPUs as a single logical device, simplifying multi-GPU rendering and resource replication.
14 Oct 2026, 12:33 UTC
Prioritizing Critical Traffic on pfSense with the Built‑In Traffic Shaper
Learn how to use pfSense’s Traffic Shaper to give your VoIP or gaming traffic a priority boost while keeping overall bandwidth healthy. Step‑by‑step guide, iperf3 example, and trade‑off warnings.
17 Oct 2025, 00:39 UTC
Diagnosing the 'Network Interface Not Found' Error in Kali Linux
Step‑by‑step guide to diagnose and fix missing network interfaces in Kali Linux. Check firmware, drivers, BIOS, and Network Manager settings.
03 Dec 2025, 02:14 UTC
Debugging Unexpected Script Terminations with Bash set -e
Learn how to diagnose and fix unexpected script terminations caused by 'set -e' in Bash, including how to handle non-fatal errors and pipeline failures.
05 Jun 2026, 22:05 UTC