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Stop Calling Cloud APIs to Guard AI Agent Tools: How to Gate Commands in Under 50µs

Stop Calling Cloud APIs to Guard AI Agent Tools: How to Gate Commands in Under 50µs

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1 min read
One Command to Verify an Agent Patch: Seeded Hypothesis, Fixture Contracts, and a TTL Quarantine

One Command to Verify an Agent Patch: Seeded Hypothesis, Fixture Contracts, and a TTL Quarantine

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4 min read
How I built a memory layer for AI agents with zero dependencies

How I built a memory layer for AI agents with zero dependencies

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6 min read
Forge: a zero-dependency secret scanner, and the stdlib potholes I hit building it

Forge: a zero-dependency secret scanner, and the stdlib potholes I hit building it

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10 min read
RDAI: A Multi-Brain Python SDK for Self-Healing AI

RDAI: A Multi-Brain Python SDK for Self-Healing AI

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7 min read
Quorum: What Happens When You Try to Break the AI-Safety Tooling You Built

Quorum: What Happens When You Try to Break the AI-Safety Tooling You Built

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5 min read
The Free Model Kept Explaining an Outage That Already Ended: 48 Hours of Context-Budget Field Notes

The Free Model Kept Explaining an Outage That Already Ended: 48 Hours of Context-Budget Field Notes

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4 min read
What a Clean Equity Curve Doesn't Prove

What a Clean Equity Curve Doesn't Prove

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4 min read
Ray Framework for Distributed Computing

Ray Framework for Distributed Computing

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7 min read
JSON and Data Validation in Python: From File Reading to Strict Contracts

JSON and Data Validation in Python: From File Reading to Strict Contracts

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6 min read
One Integer Deleted the Stop Token From My Loss. The Curve Never Noticed.

One Integer Deleted the Stop Token From My Loss. The Curve Never Noticed.

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4 min read
I Assumed My Retriever Failed at Stage One. The Bigger Failure Was at Stage Three.

I Assumed My Retriever Failed at Stage One. The Bigger Failure Was at Stage Three.

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3 min read
SQLite FTS5 vs Whoosh: when to reach for a pure-Python search library

SQLite FTS5 vs Whoosh: when to reach for a pure-Python search library

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3 min read
Three Gemma 4 Deployments on One T4G for Under $3: What the Runtime Changes, and What It Doesn't

Three Gemma 4 Deployments on One T4G for Under $3: What the Runtime Changes, and What It Doesn't

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14 min read
The difference between "mentioned" and "answered"

The difference between "mentioned" and "answered"

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8 min read
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