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Ninety-one percent accurate is not what it sounds like

Ninety-one percent accurate is not what it sounds like

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8 min read
A provider latency spike stalled our whole build queue

A provider latency spike stalled our whole build queue

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4 min read
Evaluating an intent classifier: what I check beyond accuracy

Evaluating an intent classifier: what I check beyond accuracy

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5 min read
Turn Your Best AI Conversations Into a Blog — and Give Your Model a Memory That Lasts

Turn Your Best AI Conversations Into a Blog — and Give Your Model a Memory That Lasts

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4 min read
Your AI Has No Long-Term Memory. You Need an External Brain

Your AI Has No Long-Term Memory. You Need an External Brain

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7 min read
I almost added an em-dash remover to my LLM library. Then I tested whether local models even produce em-dashes.

I almost added an em-dash remover to my LLM library. Then I tested whether local models even produce em-dashes.

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5 min read
Ralph Loops Are Not About Throwing Away Context

Ralph Loops Are Not About Throwing Away Context

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12 min read
The Cheaper API Was 2.5x Cheaper. It Cost 1.6x More.

The Cheaper API Was 2.5x Cheaper. It Cost 1.6x More.

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10 min read
Has Claude Code changed your role from coding to making engineering decisions?

Has Claude Code changed your role from coding to making engineering decisions?

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5 min read
The jailbreak your keyword filter can't see

The jailbreak your keyword filter can't see

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3 min read
FlashMemory Cuts DeepSeek-V4's KV Cache to 13.5%: Lookahead Sparse Attention

FlashMemory Cuts DeepSeek-V4's KV Cache to 13.5%: Lookahead Sparse Attention

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6 min read
How to Build a Multi-Step Agent Stress Test: Adversity Sandboxes and Oracle Checks

How to Build a Multi-Step Agent Stress Test: Adversity Sandboxes and Oracle Checks

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1 min read
SWIRL 5 is GA: knowledge authority for enterprise AI

SWIRL 5 is GA: knowledge authority for enterprise AI

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5 min read
I built a Threat Intelligence RAG System from scratch — here's what actually broke

I built a Threat Intelligence RAG System from scratch — here's what actually broke

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1 min read
The Model Does Not Need Memory. The Situation Does.

Value of information absent from weights

The Model Does Not Need Memory. The Situation Does.

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11 min read
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