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AI assistant keeps giving outdated answers after codebase refactoring, how to update its learned knowledge?

AI assistant keeps giving outdated answers after codebase refactoring, how to update its learned knowledge?

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17 min read
Ambient Agents on AWS: Event-Driven Triggers, SQS Routing, and the ask_human Tool

Ambient Agents on AWS: Event-Driven Triggers, SQS Routing, and the ask_human Tool

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6 min read
I built a Sovereign, Self-Hosted Personal AI Agent Workspace: Meet Poka 🤖🛡️

I built a Sovereign, Self-Hosted Personal AI Agent Workspace: Meet Poka 🤖🛡️

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3 min read
Architectural Debt is the New Technical Debt

Architectural Debt is the New Technical Debt

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4 min read
I Built an Open-Source Studio for Building, Testing, and Deploying AI Agents

I Built an Open-Source Studio for Building, Testing, and Deploying AI Agents

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8 min read
AI model security controls: why knowing the rules isn't enough

AI model security controls: why knowing the rules isn't enough

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6 min read
My Comment Formula Worked Twice, Then Died — I Measured It

My Comment Formula Worked Twice, Then Died — I Measured It

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2 min read
Brakes Let You Go Fast: Balancing Acceleration and Safety for AI Agents

Brakes Let You Go Fast: Balancing Acceleration and Safety for AI Agents

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4 min read
How Anthropic’s Dynamic Workflows Coordinate Claude Agents

How Anthropic’s Dynamic Workflows Coordinate Claude Agents

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5 min read
My Eval Suite Was Lying to Me: Auditing the Judge, Not Just the Agent

My Eval Suite Was Lying to Me: Auditing the Judge, Not Just the Agent

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13 min read
Prompt search is a hill-climber, and accuracy is the wrong hill

Prompt search is a hill-climber, and accuracy is the wrong hill

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4 min read
Workshop Day Opens AI Engineer NYC

AI Engineer Conference Coverage

Workshop Day Opens AI Engineer NYC

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3 min read
Neuron 4 is Here 🚀 Welcome To The PHP Agentic Era

Neuron 4 is Here 🚀 Welcome To The PHP Agentic Era

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9 min read
Day 01: Why your first agent should be 40 lines, not a framework

Day 01: Why your first agent should be 40 lines, not a framework

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6 min read
OpenAI Shipped One Dot. I Watched Them Name Our Category.

OpenAI Shipped One Dot. I Watched Them Name Our Category.

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6 min read
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