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Posts tagged AI Agents

Autonomous and multi-agent systems, from single-agent workflows to orchestrated agent teams and the protocols that connect them.

14 posts

Posts

10 min

Perplexity open-sources SPACE, its microVM sandbox for agents

Perplexity open-sourced SPACE, the Firecracker sandbox behind Computer. The design is solid, but its red-team report on sandbox egress is the part to read.

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6 min

Omarchy Quattro: the Linux distro that agents build and test

Omarchy 4 makes the coding agent a system default, is built and tested by agents, and is now funded partly in model tokens. What changed and why it matters.

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9 min

AgentID: Sign in with Google, Except the User Is an AI Agent

AgentMail's AgentID lets AI agents sign in to apps as their own inbox over plain OpenID Connect, and tells registered apps which human owns each agent.

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12 min

Pi Durable: An Agent Harness That Survives Its Own Crashes

Pi Durable is Earendil's experimental TypeScript harness for agents that survive crashes, fork, compact in the background and take new code while running.

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10 min

Cloudflare's cf CLI: The Whole API, and a Clock on Wrangler

Cloudflare's new cf CLI covers about 3,000 API operations and is built for agents. I ran cf migrate on this blog; here's what it means for Wrangler.

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10 min

WebMCP Hands-On: A Search Tool for Browser Agents

I gave this blog a WebMCP search tool to see what Chrome's agent API takes in practice: the code, the Chrome 153 quirks, who calls it, and why WebKit says no.

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12 min

Orca: The Open-Source ADE for Running Coding Agents in Parallel

Orca runs Claude Code, Codex and 40 other CLI agents in parallel git worktrees, free and MIT-licensed. What it does, how it compares, and where it's rough.

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10 min

Herdr: A Practical Guide to Running Coding Agents

Get started with Herdr: organize coding agents, isolate work with Git worktrees, automate reviews, and keep sessions running over SSH.

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22 min

GPT-6 Astra vs ARC-AGI-3: One Model, Two Very Different Scores

ARC Prize says OpenAI's GPT-6 Astra scores 62.7% on ARC-AGI-3 with its standard harness and 99.9% with OpenAI's own memory settings. What the gap means.

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29 min

Claude Fable 5.1: One Model, Two Names, Three Breaking Changes

Anthropic's Fable 5.1 ships with 75% cheaper cache reads, a safeguards layer your code must handle, and API changes that break history-editing harnesses.

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6 min

MCP Grows Up: What's Changing in the 2026-07-28 Spec

The biggest MCP revision since launch goes stateless, formalizes extensions, hardens OAuth, and deprecates three core features. What matters in production.

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21 min

Inside Claude Code's Dynamic Workflows

Claude Code can now write its own multi-agent harness — fanning out subagents, verifying their work, and returning one answer. A sourced deep dive.

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3 min

The Next Generation of Developer Tools

How AI-native IDEs, agentic workflows, and autonomous coding are reshaping software development.

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3 min

Designing AI Agent Architectures

Patterns for building reliable AI agents with tool use, memory, and multi-step reasoning capabilities.

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