Empirical hardware benchmarks, curated AI stacks, and architectural breakdowns. Written and verified by practitioners.
Cutting through the marketing noise. The exact configuration of IDEs, terminal agents, context rules, and model routing we run daily in production.
A benchmarked guide to open-weights models that match commercial APIs on specific tasks without internet connectivity or cloud telemetry.
How the open-source Unlazy protocol prevents coding models from omitting implementation logic, writing '// TODO: rest of code here', or skipping edge cases.
Market intelligence workflow for operators — AI-assisted research checklists, screening prompts, and sentiment notes. Research and ops tooling, not financial advice.
An architectural guide exploring how state-of-the-art agent harnesses use cycle detection, diff hashes, and reflection checkpoints to stop agents from repeating failed commands.
Deploy valid JSON-LD structured data — Organization, Article, Product, FAQ, LocalBusiness, and Person templates with validation steps and common fixes.
Operator guide to robots.txt — control search bots and AI crawlers, copy production templates, and verify deployment without guesswork.
A comprehensive guide to Retriever, the fully free autonomous agent designed for zero-latency semantic search, AST symbol graphs, and long-range repository context retrieval.
Operator workflow to turn one source asset into 10+ channel-ready formats — blog cutdowns, threads, scripts, carousels, and email — with copy-paste AI prompts and a publishing matrix.
An evaluation of Ponytail, the open-source token compression engine that slashes agent context window costs by 66% while preserving exact AST code structure.
A technical review of Ox Alpha Designer, evaluating its visual canvas agent harness, real-time Tailwind component rendering, and direct Figma import capabilities.
A practical review and architectural breakdown of OnSpace, evaluating its automatic database schema generation, authentication wiring, and frontend hosting capabilities.