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Model Routing, Not GPUs, Is the Real AI Infrastructure Lever

Model Routing, Not GPUs, Is the Real AI Infrastructure Lever

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5 min read
Stop Benchmarking Agents Against Each Other. Audit Them Against a Tuesday.

Stop Benchmarking Agents Against Each Other. Audit Them Against a Tuesday.

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3 min read
Do More Rules Make a Coding Agent Better? An Experiment on a Real Industrial RAG Frontend

Do More Rules Make a Coding Agent Better? An Experiment on a Real Industrial RAG Frontend

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5 min read
Beyond the Cloud Bound: Why Local-First and Client-Side Privacy Are the Developer's New OS

Beyond the Cloud Bound: Why Local-First and Client-Side Privacy Are the Developer's New OS

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6 min read
Your AI Agent Does Not Need RAG. It Needs a Readable Knowledge Base.

Your AI Agent Does Not Need RAG. It Needs a Readable Knowledge Base.

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5 min read
"Push, PR, merge." Two minutes later: "Stop. I'm not opening a PR to myself."

"Push, PR, merge." Two minutes later: "Stop. I'm not opening a PR to myself."

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4 min read
Building an Autonomous Multi-Tool AI Agent on Google Cloud with Vertex AI

Building an Autonomous Multi-Tool AI Agent on Google Cloud with Vertex AI

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2 min read
Pink Agentic AI Payments: How to Let an AI Agent Pay for API Usage Without a Runaway Bill (2026)

Pink Agentic AI Payments: How to Let an AI Agent Pay for API Usage Without a Runaway Bill (2026)

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5 min read
Persona-Execution Separation: Why Governed AI Agents Need Two Trust Domains

Persona-Execution Separation: Why Governed AI Agents Need Two Trust Domains

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5 min read
Verdict: Evidence-First Agent Harness for Reproducible Bug Fixes

Verdict: Evidence-First Agent Harness for Reproducible Bug Fixes

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5 min read
Building Data Watchdog: A Two-Gate Approval Agent on TrueForge

Building Data Watchdog: A Two-Gate Approval Agent on TrueForge

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3 min read
Securing AI agents in your infrastructure: a sandbox is only the first layer

Securing AI agents in your infrastructure: a sandbox is only the first layer

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9 min read
AI-Generated Tests Can Make Coding Agents Worse. Here's How to Check Yours

Demonstrates a flawed Python filter fix

AI-Generated Tests Can Make Coding Agents Worse. Here's How to Check Yours

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Picked as gem Comments 43
5 min read
Context Plugins: Typed SDK References for Agent API Integration

Context Plugins: Typed SDK References for Agent API Integration

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6 min read
Getting Agents to Stop Assuming: What a First AWS Agent Workflow Reveals About Constraint Design

Getting Agents to Stop Assuming: What a First AWS Agent Workflow Reveals About Constraint Design

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6 min read
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