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Why a Small Transformer Can't Copy a Word It Hasn't Seen

Why a Small Transformer Can't Copy a Word It Hasn't Seen

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10 min read
The filter missed. The schema held. Neither is where the guarantee lives.

The filter missed. The schema held. Neither is where the guarantee lives.

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5 min read
Can Two Local AI Agents Build an App Without Me? I Gave Them 6 Rounds to Find Out

Can Two Local AI Agents Build an App Without Me? I Gave Them 6 Rounds to Find Out

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8 min read
Free Model Access and Free Hosting: A Decision Guide for Agent Workloads

Free Model Access and Free Hosting: A Decision Guide for Agent Workloads

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3 min read
I described 1,245 tables with an LLM and retrieval got worse

I described 1,245 tables with an LLM and retrieval got worse

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8 min read
I Gave a Regex and an LLM the Same Exam. Fatal 3 vs Fatal 0.

I Gave a Regex and an LLM the Same Exam. Fatal 3 vs Fatal 0.

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4 min read
A Certification That Changes Every Run Is a Coin Flip With a Signature

A Certification That Changes Every Run Is a Coin Flip With a Signature

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5 min read
Graphs in AI Engineering Have Solved Three Problems. The Fourth Is the Plan.

Graphs in AI Engineering Have Solved Three Problems. The Fourth Is the Plan.

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24 min read
Building Adaptive AI Agents

Building Adaptive AI Agents

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7 min read
Stopping AI Hallucinations in Incident Response With Hindsight Memory

Stopping AI Hallucinations in Incident Response With Hindsight Memory

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5 min read
Where Should AI Stop and Code Start?

Where Should AI Stop and Code Start?

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4 min read
How We Cut 70% of Multi-Agent Token Waste by Replacing Supervisor LLMs with Typed State Machines

How We Cut 70% of Multi-Agent Token Waste by Replacing Supervisor LLMs with Typed State Machines

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4 min read
Which Line Breaks in Extracted PDF Text Are Real? Rejoining Wrapped Lines from Character Coordinates

Which Line Breaks in Extracted PDF Text Are Real? Rejoining Wrapped Lines from Character Coordinates

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23 min read
It Fit in Memory and Was Still Unusable — Do the Bandwidth Arithmetic First

It Fit in Memory and Was Still Unusable — Do the Bandwidth Arithmetic First

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5 min read
Superpowers Quickstart: Install, Workflow, and Tryout

Superpowers Quickstart: Install, Workflow, and Tryout

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10 min read
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