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Your AI agent calls the wrong tool — and your JSON schema is usually why

Your AI agent calls the wrong tool — and your JSON schema is usually why

Comments 1
5 min read
Why your agentic system doesn't survive its own success — and what a 23-invariant runtime looks like

Why your agentic system doesn't survive its own success — and what a 23-invariant runtime looks like

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5 min read
Stop rebuilding memory and orchestration for every AI agent you build

Stop rebuilding memory and orchestration for every AI agent you build

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3 min read
Stop Flying Blind: We Built an LLM Evaluation Framework That Works Across 17+ Agent Frameworks

Stop Flying Blind: We Built an LLM Evaluation Framework That Works Across 17+ Agent Frameworks

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8 min read
Lite-Harness SDK

Lite-Harness SDK

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Comments 5
3 min read
Inside An AI Agent: Planning, Tool Use, Memory, Constraints, And Verification

Inside An AI Agent: Planning, Tool Use, Memory, Constraints, And Verification

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Comments 6
15 min read
Visible Wins, Quiet Losses: The Traps We Mistake for Truth

Visible Wins, Quiet Losses: The Traps We Mistake for Truth

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Comments 15
8 min read
AI Agents Won’t Replace Humans — But a Bad Agent Can Break Production

AI Agents Won’t Replace Humans — But a Bad Agent Can Break Production

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Comments 1
5 min read
Your Model-as-Judge Doesn't Belong in the Hot Path

Your Model-as-Judge Doesn't Belong in the Hot Path

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9 min read
🤯 I Let an AI Agent Control My Workflow for a Day — Here’s What Happened

🤯 I Let an AI Agent Control My Workflow for a Day — Here’s What Happened

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2 min read
The hard part of my AI agent wasn't doing the work, it was planning it

Designing against human review fatigue

The hard part of my AI agent wasn't doing the work, it was planning it

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Comments 10
10 min read
AI That Actually Does Stuff: Autonomous Agents Explained

AI That Actually Does Stuff: Autonomous Agents Explained

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4 min read
The agent-first approach to building products

The agent-first approach to building products

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Comments 2
7 min read
prompt-shield: a tiny, zero-dep prompt-injection detector you can drop in front of any agent

prompt-shield: a tiny, zero-dep prompt-injection detector you can drop in front of any agent

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5 min read
How Small Can an Agent Model Get? The Nemotron Floor

How Small Can an Agent Model Get? The Nemotron Floor

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Comments 2
7 min read
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