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Your AI agent has amnesia. Here's the file architecture I use to fix it.

Your AI agent has amnesia. Here's the file architecture I use to fix it.

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Comments 14
3 min read
We scanned 50+ MCP servers and found HIGH-severity bugs in Atlassian, GitHub, Cloudflare, and Microsoft — here's what we learned

We scanned 50+ MCP servers and found HIGH-severity bugs in Atlassian, GitHub, Cloudflare, and Microsoft — here's what we learned

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4 min read
Better Models Won't Fix AI Companions

Better Models Won't Fix AI Companions

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10 min read
Why I Built SemanticGuard

Why I Built SemanticGuard

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6 min read
Serving any LLM using a single command line with Flama

Serving any LLM using a single command line with Flama

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9 min read
Why your local LLM aces benchmarks but fails real terminal tasks

Why your local LLM aces benchmarks but fails real terminal tasks

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5 min read
Why AI Hallucinates

Why AI Hallucinates

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3 min read
The AI said "Done." But nothing was there

The AI said "Done." But nothing was there

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4 min read
Meet pixserp — One Drop-in API for Web, News, Places, Flights, Hotels, YouTube and Anything Else on the Live Web

Meet pixserp — One Drop-in API for Web, News, Places, Flights, Hotels, YouTube and Anything Else on the Live Web

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6 min read
Stop letting the prompt be your state machine

Stop letting the prompt be your state machine

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5 min read
MoE Architectures Keep Solving the Wrong Problem

MoE Architectures Keep Solving the Wrong Problem

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3 min read
Why prompt engineering fails for tone control — and how steering vectors fix it

Why prompt engineering fails for tone control — and how steering vectors fix it

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5 min read
Raw HTML is where LLM context goes to die

Raw HTML is where LLM context goes to die

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5 min read
Why Enterprise AI Systems Need Rollback Strategies Like Traditional Software

Why Enterprise AI Systems Need Rollback Strategies Like Traditional Software

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3 min read
You don't need sub-agents

You don't need sub-agents

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5 min read
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