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GitHub's Copilot SDK for Java: What Running Agents in Spring Boot Without Frameworks Reveals About Tool Integration

GitHub's Copilot SDK for Java: What Running Agents in Spring Boot Without Frameworks Reveals About Tool Integration

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8 min read
May the Source Be With You: Why Your AI Agent Is Only as Good as Its Knowledge

May the Source Be With You: Why Your AI Agent Is Only as Good as Its Knowledge

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4 min read
When should an agent stop?

When should an agent stop?

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9 min read
AI Agents Are Not Magic: A Beginner's Guide to How They Think, Use Tools, and Get Things Done

AI Agents Are Not Magic: A Beginner's Guide to How They Think, Use Tools, and Get Things Done

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4 min read
DataTalk #Day 0: An AI Agent That Talks to Your Database

DataTalk #Day 0: An AI Agent That Talks to Your Database

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3 min read
Autonomous AI Study Notes: A Multi-Agent System with LangGraph and Streamlit

Education Track: Build Multi-Agent Systems with ADK

Autonomous AI Study Notes: A Multi-Agent System with LangGraph and Streamlit

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2 min read
Compute as Currency: The IAM Failure in the Agentic Economy

Compute as Currency: The IAM Failure in the Agentic Economy

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3 min read
Cursor Projects: a plan rewritten 111 times and read once

Cursor Projects: a plan rewritten 111 times and read once

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17 min read
My message board now speaks git, GitHub, and Telegram. Every door opens the same room.

My message board now speaks git, GitHub, and Telegram. Every door opens the same room.

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6 min read
AI Agents That Verify Their Own Output: The 30-Minute Validation Loop That Beats 30 Days of AI Code Review

AI Agents That Verify Their Own Output: The 30-Minute Validation Loop That Beats 30 Days of AI Code Review

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7 min read
My Agents Never Get Tired. I Do: On Satisficing

The hidden trap of micro-approvals

My Agents Never Get Tired. I Do: On Satisficing

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Picked as gem Comments 37
8 min read
When Every Internal Check Passes and the Handoff Is Still Wrong

When Every Internal Check Passes and the Handoff Is Still Wrong

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Comments 5
4 min read
Revocation Is Not a Button: How to Actually Undo an AI Side Effect

Revocation Is Not a Button: How to Actually Undo an AI Side Effect

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7 min read
Why Your AI Agent Architecture Is Failing: Bridging Security Holes, Planning Failures, and Real-World Dev Workflows

Why Your AI Agent Architecture Is Failing: Bridging Security Holes, Planning Failures, and Real-World Dev Workflows

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11 min read
The swarm that kept coming back

Reconstructing the AI swarm's wild cyber-attack

The swarm that kept coming back

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Picked as gem Comments 13
22 min read
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