Category: tech

Anthropic engineers reportedly build self-improving agents by closing the loop with self-verification and persistent CLAUDE.md context.

DeepSeek's 284B MoE model runs locally at ~26 tokens/sec on a 128 GB MacBook via a pure-C engine and asymmetric quantization: 2-bit experts, 8-bit router.

Anthropic rolls out identity verification on Claude using Persona. ID and selfie are held by Persona, not Anthropic, and not used for model training.

Anthropic released Claude Tag, a Slack integration that lets whole teams collaborate with Claude in shared threads, with optional ambient monitoring.

Codex's new Record and Replay watches a workflow once and turns the demonstration into a repeatable automation, collapsing demo-to-SOP into a single motion.

Oak is a new open-source VCS in Rust designed for AI coding agents, replacing git's per-commit model with branch-per-session and content-addressed lazy mounts.

Ramp CEO Eric Glyman frames the AI cost curve as bifurcated: basic tasks are 700x cheaper, frontier tasks 300x more expensive. Smart token routing captures t...

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.

Open-source Pomodoro timer that lives in the Claude Code status line, with an immutable JSONL log and zero-token CLI so the timer never costs API tokens.

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.

Mnemonics and labs for the four SSH tunneling modes: local (-L), remote (-R), dynamic (-D), and remote-dynamic. Covers bastion hosts and SOCKS proxies.

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.