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# agents

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I Built a Local AI Dev Pipeline That Reviews Its Own Code Before Opening a PR
Cover image for I Built a Local AI Dev Pipeline That Reviews Its Own Code Before Opening a PR

I Built a Local AI Dev Pipeline That Reviews Its Own Code Before Opening a PR

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10 min read
Zero to Agent Swarm: A hands-on guide to building AI agents from scratch

Zero to Agent Swarm: A hands-on guide to building AI agents from scratch

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9 min read
Your AI Agent Has a Rejection Log. Here's Why It Matters.

Your AI Agent Has a Rejection Log. Here's Why It Matters.

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2 min read
Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

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2 min read
Why Multi-Agent Systems Need Both MCP and A2A in 2025

Why Multi-Agent Systems Need Both MCP and A2A in 2025

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5 min read
How Self-Improving AI Agents Actually Get Better

How Self-Improving AI Agents Actually Get Better

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3 min read
How Self-Improving AI Agents Actually Get Better

How Self-Improving AI Agents Actually Get Better

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3 min read
Claude Code sub agent: From Requirement to git push - Work Pipeline Automation Demo

Claude Code sub agent: From Requirement to git push - Work Pipeline Automation Demo

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7 min read
Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

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2 min read
I run 9 AI agents on one machine. Here is the coordination layer that stopped the chaos.

I run 9 AI agents on one machine. Here is the coordination layer that stopped the chaos.

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2 min read
I Built a "Blame Finder" for AI Agents – So You Never Have to Guess Who Broke Production

I Built a "Blame Finder" for AI Agents – So You Never Have to Guess Who Broke Production

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2 min read
How to Connect AI Agents to Enterprise Productivity Tools Securely (2026 Architecture Guide)

How to Connect AI Agents to Enterprise Productivity Tools Securely (2026 Architecture Guide)

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18 min read
AI agents need two protocols, not one: why MCP and A2A belong in the same architecture

AI agents need two protocols, not one: why MCP and A2A belong in the same architecture

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5 min read
Control Planes Make Multi-Agent Systems Safe in Production

Control Planes Make Multi-Agent Systems Safe in Production

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2 min read
I scored 163 real emails on how well an AI agent can read them. Most of them are terrible.
Cover image for I scored 163 real emails on how well an AI agent can read them. Most of them are terrible.

I scored 163 real emails on how well an AI agent can read them. Most of them are terrible.

2
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8 min read
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