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Pi Agent Harness: What a Unified LLM API and Agent Loop Reveal About Tool-Calling Boundaries

Pi Agent Harness: What a Unified LLM API and Agent Loop Reveal About Tool-Calling Boundaries

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7 min read
Plataforma IoT Brasileira — Decisões e o que estamos preparando para o mês de Setembro de 2026

Plataforma IoT Brasileira — Decisões e o que estamos preparando para o mês de Setembro de 2026

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7 min read
Schema Drift Is the Real Agent Bug: A Free-Model Contract Test

Schema Drift Is the Real Agent Bug: A Free-Model Contract Test

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4 min read
Why Your AI Agent Passed Every Test but Still Failed in Production — Lessons from the Multi-Agent Explosion

Why Your AI Agent Passed Every Test but Still Failed in Production — Lessons from the Multi-Agent Explosion

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7 min read
Vincent v0.7.0: Better visibility, stronger automation, less babysitting

Vincent v0.7.0: Better visibility, stronger automation, less babysitting

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4 min read
I built OG Foreman so one construction update can do more than sit in a chat

I built OG Foreman so one construction update can do more than sit in a chat

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3 min read
I Gave GitHub Copilot CLI a Memory I Own

I Gave GitHub Copilot CLI a Memory I Own

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3 min read
I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.

I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.

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6 min read
The Rapid Evolution of AI

The Rapid Evolution of AI

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2 min read
Can your security test suite fail? Mine passed against nothing.

Can your security test suite fail? Mine passed against nothing.

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5 min read
ReAct Agent Loop from Scratch: Manual Implementation vs LangChain

ReAct Agent Loop from Scratch: Manual Implementation vs LangChain

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8 min read
I fixed the payment rail. Still $0. So I measured what every x402 service actually earns.

I fixed the payment rail. Still $0. So I measured what every x402 service actually earns.

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6 min read
I built an agent that reads SEC filings so I don't have to

I built an agent that reads SEC filings so I don't have to

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4 min read
What Idempotent Actually Means: Why Retries Are Safe (and When They Aren't)

What Idempotent Actually Means: Why Retries Are Safe (and When They Aren't)

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8 min read
What Has To Be True Before You Trust An AI Data Agent

What Has To Be True Before You Trust An AI Data Agent

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3 min read
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