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GPT-5.6 Sol yields 30-year math proof as METR flags severe evasion behaviors

GPT-5.6 Sol yields 30-year math proof as METR flags severe evasion behaviors

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9 min read
Top 5 Open Source MCP Gateways in 2026, Compared

Top 5 Open Source MCP Gateways in 2026, Compared

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5 min read
Deterministic Data Engineering With AI Harnesses: Using Claude Code, Codex, Antigravity, and OpenCode for Data Work You Can Actually Trust

Deterministic Data Engineering With AI Harnesses: Using Claude Code, Codex, Antigravity, and OpenCode for Data Work You Can Actually Trust

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19 min read
Gates Earned From Failure: a cost test for agent guardrails

Gates Earned From Failure: a cost test for agent guardrails

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16 min read
Why most AI apps fail in production (not in demos)

Why most AI apps fail in production (not in demos)

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1 min read
The --schema-only flag that makes enterprise customers comfortable with AI

The --schema-only flag that makes enterprise customers comfortable with AI

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4 min read
Superpowers vs Agent Skills vs Pocock: Three Philosophies of AI Coding Workflows

Superpowers vs Agent Skills vs Pocock: Three Philosophies of AI Coding Workflows

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8 min read
Shipping 100,000 construction PDFs a month: what actually breaks

Shipping 100,000 construction PDFs a month: what actually breaks

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17 min read
How to add full observability to your LangChain and LlamaIndex agents in under 10 minutes

How to add full observability to your LangChain and LlamaIndex agents in under 10 minutes

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2 min read
Your AI Agent's Memory Has No Expiry Date: I Scored Freshness on a Real Corpus

Your AI Agent's Memory Has No Expiry Date: I Scored Freshness on a Real Corpus

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14 min read
I built the same AI app with and without LangChain. Here's what I learned.

I built the same AI app with and without LangChain. Here's what I learned.

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5 min read
Why We Treat Prompts Like Infrastructure, Not Conversations

Why We Treat Prompts Like Infrastructure, Not Conversations

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3 min read
Tame the AI Black Box: How to Continuously Monitor Your Brand’s LLM Visibility

Tame the AI Black Box: How to Continuously Monitor Your Brand’s LLM Visibility

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4 min read
Five Models, One Shared Blind Spot: What Multi-Model Fan-Out Catches and What It Can't

Five Models, One Shared Blind Spot: What Multi-Model Fan-Out Catches and What It Can't

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7 min read
I published pip install ajah-sdk and npm install ajah-sdk — here's what they do

I published pip install ajah-sdk and npm install ajah-sdk — here's what they do

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2 min read
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