Archives

Agent Autoloop runs Claude Code and Codex in the background on cron, GitHub events and webhooks. Agents exit while waiting for approval — no process, no tokens.

AWS Emulator is AWS's official local emulator: run S3, DynamoDB and SQS on your machine over HTTPS 127.0.0.1:9297 — no account, no fees, for dev and CI.

Inkling 2 Small opens its weights under Apache 2.0: a 594B MoE with 17B active and 1M context. What it takes to self-host, and how best to use it via API.

Gemini 4 Hydrogen launched 12 Nov 2026: 2.5x faster than Gemini 3.8 Flash, $1.50/$7.50 per million tokens, free tier included — how to use it for coding agents.

Google's Gemini Decisions API with Gemini Decision 1 scores up to 1,000 questions in one request in 150–250 ms for $0.10 per 1M input tokens, with confidence.

OpenAI's Codex Security finds, validates, and patches vulnerabilities with agents — scan repos, auto-patch, re-verify fixes, and block PRs by severity in CI.

Nod n8n is n8n Labs' open-source personal agent with its own Linux computer and browser for real errands on the web. Setup, architecture, safety, limits.

OpenAI plans to end GPT model access in Cursor from Nov 12, 2026, after SpaceX bought Anysphere. Check your models and switch to Claude, Gemini, or an API key.

BotPsy-0.8B is a 0.8B-parameter agent model that runs fully on-device and beats a 2.5x larger model at tool calling. Run it locally with vLLM and llama.cpp.

Project Glasswing found 37,966 vulnerabilities in 7 months — only 217 fixed. Read the numbers, and use the triage checklist for maintainers and security teams.

Modern Web Guidance 1.0 brings 203 web guides to Claude Code, Codex and Cursor with one npx command, plus legacy-scan to find old patterns in your codebase.

Meta bought Conductor on Nov 4: Cloud goes read-only Nov 13, shuts down Nov 20 with data deletion. How to export, move workspaces local, and pick alternatives.

Concat is a free, open-source, local-first video editor — no watermark, no account, no cloud. Connect Claude Code via MCP and let AI cut video on your machine.

Muse Ember, 9 Nov 2026, matches Claude Haiku 5.5 on Intelligence Index at about $0.14 per task, a third of Haiku's cost. When to use it — and when not to.

Anthropic launched Claude Fable 5.2 and Mythos 5.2 on 9 Nov 2026: up to 30% faster, $8/$40 per million tokens. When it beats Opus 5.5 — and where it loses.

Gemini Omni 1.2 Flash is GA Nov 5, 2026: create and edit AI video up to 15 seconds in multi-turn chat, keeping characters consistent, at $0.07/sec for 720p.

NVIDIA SkillSpector scans Claude Code, Codex and MCP skills before install, scores risk 0-100 and flags SAFE, CAUTION or DO NOT INSTALL, with a CI guide.

Run Claude Code remotely on AWS Bedrock AgentCore: one microVM per task, model calls only via Bedrock, and a pull request when done. Setup guide and limits.

Hex is a free, open-source Rust dictation app from Anomaly: hold a key, speak, release, and text pastes into the focused app. Guide for macOS, Windows, Linux.

Jev decides first and escalates only uncertain cases to Claude Opus 5.5: 4.39x cheaper on Hightouch's easy test, 3.5x on Banking77, accuracy almost unchanged.

GPT-6 Cyber found 948 Linux kernel privilege-escalation flaws with candidate patches. What the number really means, plus the patch checklist for sysadmins.

Anthropic's agent memory architecture: transcripts, notes, wikis, and 'dreaming' that fixes wrong notes. CL-Bench, Pokémon, and wiki results, plus six rules.

Taste Skill 2.5.1 helps Claude Code and Codex build websites without AI slop — vetted palettes, layouts, real photos, and a 5-viewport browser checker.

DoorDash got a few hundred agent orders, Uber just four rides, Airbnb almost no agent bookings at all. What do the real numbers say about the AI agent hype?

iFixAi audits AI agents through business simulations and a separate judge, grading A–F with transcript evidence. Setup, mock demo, and staging audit guide.

Orca runs multiple AI coding agents in parallel in separate git worktrees — review diffs and merge from desktop, mobile, or a remote server. Setup and limits.

OpenMausBot is an open-source Grok Bot alternative: a team of AI bots in a chat app, each with its own computer, running on your Claude, Codex, or grok CLI.

Self-host OpenMAIC with Docker Compose and turn any topic or document into an interactive AI classroom with AI teachers, classmates, quizzes, and PBL.

GitHub Spec Kit (Specify CLI) makes AI coding agents work from a written spec: constitution, specify, plan, tasks, implement, converge. A v1.3.1 guide.

NVIDIA Auto Ontology builds a certified semantic layer for AI agents: verified definitions generate SQL with provenance, and out-of-scope questions are refused.

Craft Anything studies how a website, app or game works, then lets Claude Code rebuild your version. Install guide, Clean-room vs Deep mode and alpha limits.

Orkas turns Claude Code, Codex and 16 specialist agents into a local-first desktop team that keeps projects, to-dos and scheduled work moving across days.

Keploy records real API calls, database queries and queue events, then replays them as tests without an SDK. Learn to record, test offline and run it in CI.

Floci is a free, open-source local AWS emulator and LocalStack Community alternative: run S3, DynamoDB and Lambda on localhost:4566 for dev, testing and CI.

CleanYourTV debloats Android TV and Google TV over Wi-Fi ADB — no root, no app removal, one-command restore. Check your model and install its clean launcher.

Colibri streams MoE experts from NVMe so huge models like GLM-5.2 and Kimi K3 run on your own PC — no datacenter GPU, no API fees, and your data stays local.

Scrapling bundles fetch, parsing, crawling and export in one Python framework: install it, pick the fetch branch, run CLI extract, and respect robots.txt, ToS.

Superpowers adds discipline to AI coding agents: clarify intent, plan 2–5-minute tasks, use TDD, and review before merging. Installation by harness.

A guide to self-hosting Coolify on a VPS: installation, git-push deployments, automatic HTTPS, backups, rollback, and the limits to understand first.

A practical guide to deploying a static Astro blog on Cloudflare Pages: setup, builds, GitHub integration, custom domains, admin protection, and troubleshooting.