7 min read
Claude Managed Agents in a Chrome Extension: ai-newtab Teardown
ai-newtab runs a Claude Managed Agents session from a Chrome extension to build a daily homepage. How the loop works, the cost claim, and the security gaps.
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7 min read
OpenCode 2: How to Upgrade From v1 Without Breaking Your Setup
OpenCode 2 upgrade from v1: what the migration guide says breaks (plugins, server API, TUI config), what carries over, and a safe checklist before you switch.
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7 min read
Talorys: A Free Personal AI Agent on Cloudflare, and What 10,000 Neurons Buys
Talorys deploys a personal AI agent to your own Cloudflare account with one npx command. How far 10,000 free daily Neurons go and where "self-hosted" breaks.
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8 min read
Anthropic's False Murder Tip: What the Unintended Actions Report Means for Your Agents
Anthropic's unintended model actions report confirms a Claude model filed a false police tip. The four behaviors it lists and the scoping mistake behind each.
7 min read
Codex CLI 0.162: Managed Worktrees and Pinned Tasks
Codex CLI 0.162 lets the agent create and list its own Git worktrees, adds pinned tasks and custom provider capability overrides. What to change this week.
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7 min read
Ollama 0.40 on Mac: MLX by Default, Disk Space Doubled
Ollama 0.40 runs supported models on MLX on Apple Silicon and keeps a backup copy of each model you load. What it costs in disk, what is fixed, and the cleanup.
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7 min read
Anthropic OSS Scanner: Free AI Security Scans for Open Source (How to Enroll)
Anthropic OSS Scanner sends free AI vulnerability reports to eligible open-source projects. What the enrollment PR needs, what you receive, and the triage cost.
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10 min read
ChatGPT Free vs Go vs Plus After GPT-6: Which Model You Get
Free and Go ($8) both get GPT-6 Luna in Chat. Plus ($20) is the cheapest plan with GPT-6 Sol and full Codex. What each ChatGPT plan buys now.
10 min read
ChatGPT Plus vs Claude Pro for Developers (October 2026)
Both cost $20 a month. Plus meters Codex apart from chat and includes GPT-6 Astra; Claude Pro shares one pool with Claude Code. Which to pick.
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10 min read
Claude Advisor Tool vs a Bigger Model: When the Pairing Pays
Anthropic's own runs: a Fable 5.1 advisor added 1.7 points to Opus 5.5 for 2.1x the cost. When the Claude advisor tool pays, and when to raise effort instead.
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13 min read
Claude Code Plugins for Teams: Share, Require, Lock Down
Share Claude Code plugins with a team: commit a marketplace to one repo, require it in managed settings, and allowlist sources. Checked on v2.1.295.
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9 min read
Claude Code Retry Watchdog: Keep Unattended Runs Alive
CLAUDE_CODE_RETRY_WATCHDOG=1 makes Claude Code wait out 429 and 529 errors instead of failing after 10 retries. When to use it, how to cap it, what we measured.
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