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Open-Weight AI Just Went Multipolar

Open-Weight AI Just Went Multipolar

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9 min read
Enterprise AI Security at the Logits Level: How resk-logits Blocks Dangerous Tokens Before Sampling

Enterprise AI Security at the Logits Level: How resk-logits Blocks Dangerous Tokens Before Sampling

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4 min read
Build a Human-Approved Memory Queue for Your AI Agent

Build a Human-Approved Memory Queue for Your AI Agent

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2 min read
Why I Stopped Predefining Agent Roles — and Built a Runtime That Grows Its Own Team

Why I Stopped Predefining Agent Roles — and Built a Runtime That Grows Its Own Team

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3 min read
6 Guardrails That Stopped My Coding Agent From Burning Through API Budget

6 Guardrails That Stopped My Coding Agent From Burning Through API Budget

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2 min read
The AI That Never Leaves My Laptop

The AI That Never Leaves My Laptop

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4 min read
Getting Real Work Out of Two Kimi K2 Conversations: A Prompt Template for Code and Data Tasks

Getting Real Work Out of Two Kimi K2 Conversations: A Prompt Template for Code and Data Tasks

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4 min read
My Voice Agent Replied in 8 Seconds. Two Settings, Not the Model.

My Voice Agent Replied in 8 Seconds. Two Settings, Not the Model.

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3 min read
Five agent episodes, and the build decision to take from each

Five agent episodes, and the build decision to take from each

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4 min read
A Small RAG Evaluation Harness: Test Retrieval Before Blaming the LLM

A Small RAG Evaluation Harness: Test Retrieval Before Blaming the LLM

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4 min read
"200 OK" doesn't mean your AI agent did the job

"200 OK" doesn't mean your AI agent did the job

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3 min read
One Sentence Hijacked My Agent's Memory. So I Made Every Memory Auditable.

One Sentence Hijacked My Agent's Memory. So I Made Every Memory Auditable.

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4 min read
How Over‑Optimized Prompt Caching Kills Real‑World LLM Application Performance

How Over‑Optimized Prompt Caching Kills Real‑World LLM Application Performance

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2 min read
"Can I Eat This?" — Benchmarking Whether AI Models Know Where Their Foraging Knowledge Ends

Kaggle Benchmarking Challenge Submission

"Can I Eat This?" — Benchmarking Whether AI Models Know Where Their Foraging Knowledge Ends

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7 min read
No Reference Class: The Decisions Your Past Has Never Made

No Reference Class: The Decisions Your Past Has Never Made

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7 min read
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