Category: tech

Claude Code's /goal command runs an autonomous loop: take an action, check the goal condition, repeat until met, replacing step-by-step prompting.

A sharp-opinion FAQ on LLM evals: skip generic metrics and tooling, do error analysis on your own traces, build a failure taxonomy, then write targeted evalu...

Reflexion lets an LLM agent learn from failures without fine-tuning, writing a verbal post-mortem and feeding it back as context, lifting GPT-4 to 91% on Hum...

Supacode is a terminal-first agent harness session manager on libGhostty for macOS, built to manage many AI coding agents and worktrees at once.

A short clip claims Claude Code now auto-generates a Live Artifact summarizing code and PRs at the end of a session to share with teammates.

CLI tool that lets a coding agent like Claude Code or Codex publish HTML or Markdown to your own free Cloudflare Pages account with one confirmation.

Eloquent is Google's free voice dictation app that turns rambling speech into clean text, running on-device so it stays private and works offline.

A short teaser for loop engineering, the idea that AI coding agents work best run in an iterative loop rather than expecting one-shot results.

Open-source (Apache-2.0) foundation speech-recognition model built for messy audio, claiming up to ~30% WER gains over SOTA where other models collapse.

Local Qwen 27B isn't near-Opus for coding, but it pays off on privacy-bound analysis where cloud models are contractually off-limits.

Open-source MIT orchestrator that drives coding agents through a structured plan, running each task in a fresh session plus multi-agent code review.

RFC 10008 defines the HTTP QUERY method: a body-based request that is safe and idempotent like GET, so caches and retries work for large queries.

Anthropic launched Claude Fable 5, a Mythos-class model with request-screening safeguards, built for long-running autonomous work beyond coding.

Loop engineering is an agentic workflow where you set one goal and let agents self-prompt through discovery, planning, parallel execution, and verification.

Claude Code Dynamic Workflows runs hundreds of parallel sub-agents in one session, compressing multi-day coding into a day at much higher token cost.

An independent book on Cloudflare's Developer Platform covering architectural decision frameworks, trade-off analysis, and migration playbooks from AWS, Azur...

Claude Code Workflows lets a workflow.js script invoke subagents in loops, sequences, or parallel, with structured output schemas to chain agents reliably.

Dozens of undocumented Claude Code config fields hidden in the npm source: command-rewriting hooks, persistent agent memory, and a plain-English auto-approva...

Google's Gemma 4 12B is an open Apache 2.0 model handling text, vision, and audio with no separate encoders, fitting in 16 GB while nearing 26B benchmarks.

Lathe is a Go CLI and LLM skill system that generates multi-part hands-on tutorials on demand, then serves them locally so you do the work by hand.