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Threat-Preserving Representation: Why Agent Security Benchmarks Lie About Model Robustness

Threat-Preserving Representation: Why Agent Security Benchmarks Lie About Model Robustness

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6 min read
Estimating tokens/s for Mixture-of-Experts models: active parameters, plus a routing term

Estimating tokens/s for Mixture-of-Experts models: active parameters, plus a routing term

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5 min read
CVE-2026-41264: How a Regex Let Prompts Run Code in Flowise

CVE-2026-41264: How a Regex Let Prompts Run Code in Flowise

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6 min read
Jev vs small LLMs: does a model that decides beat one that writes?

Jev vs small LLMs: does a model that decides beat one that writes?

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9 min read
Tools before training for a domain legal agent

Tools before training for a domain legal agent

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5 min read
What is Jev? The AI trained to say “I'm only 60% sure.”

What is Jev? The AI trained to say “I'm only 60% sure.”

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10 min read
Why We Built a Typeform Knowledge Graph Connector for Cognee

Why We Built a Typeform Knowledge Graph Connector for Cognee

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3 min read
AI Engineering: More focus on the "Engineering" than the "AI"

AI Engineering: More focus on the "Engineering" than the "AI"

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12 min read
A Grammar Stopped My Model Inventing FAR Clauses. It Also Made It Refuse the Real Ones

A Grammar Stopped My Model Inventing FAR Clauses. It Also Made It Refuse the Real Ones

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4 min read
Time-Travel Debugging for LLM Agents: Burr's Counterfactual Replay Architecture

Time-Travel Debugging for LLM Agents: Burr's Counterfactual Replay Architecture

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7 min read
SafeBite AI: Allergy-Aware Meal Planner Agent Powered by Mastra & Gemini

Hacktoberfest: Contribution Chronicles

SafeBite AI: Allergy-Aware Meal Planner Agent Powered by Mastra & Gemini

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3 min read
Holo4: How H Company Built a Single Open-Weight Agent That Clicks, Codes, and Calls APIs

Holo4: How H Company Built a Single Open-Weight Agent That Clicks, Codes, and Calls APIs

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5 min read
I Run Claude Code on $0/Month: A Practical Guide to Free LLM APIs

I Run Claude Code on $0/Month: A Practical Guide to Free LLM APIs

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3 min read
You gave AI your documents. It's still wrong. Here's how to find out why.

You gave AI your documents. It's still wrong. Here's how to find out why.

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7 min read
10 AI reference architectures you can copy

10 AI reference architectures you can copy

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6 min read
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