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I built a Homebrew for AI skills: install flow and eval harness inside

I built a Homebrew for AI skills: install flow and eval harness inside

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8 min read
How to Extract Business Rules from Legacy COBOL Code

How to Extract Business Rules from Legacy COBOL Code

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8 min read
How I Reduced Prompt Injection Attacks by 86% With My Own Framework (And What Went Wrong the First Time)

How I Reduced Prompt Injection Attacks by 86% With My Own Framework (And What Went Wrong the First Time)

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5 min read
Is AI Getting Quietly Dumber? A 24/7 Benchmark That Catches LLM Degradation

Is AI Getting Quietly Dumber? A 24/7 Benchmark That Catches LLM Degradation

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6 min read
Push vs Pull Memory: A Better Way to Think About AI Agent Memory

Push vs Pull Memory: A Better Way to Think About AI Agent Memory

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5 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source)

RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source)

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2 min read
Claude Code and Codex are logging your token usage locally. Here is how to read it.

Claude Code and Codex are logging your token usage locally. Here is how to read it.

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3 min read
Part 4 — High Semantic Similarity Correct Business Conclusion: A Three-Layer Judgment Engine from Retrieval to Quantifiable Decisions

Part 4 — High Semantic Similarity Correct Business Conclusion: A Three-Layer Judgment Engine from Retrieval to Quantifiable Decisions

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10 min read
Your LLM bill is not your capacity plan. Here's the math that pages you at 2am.

Your LLM bill is not your capacity plan. Here's the math that pages you at 2am.

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4 min read
Your AI agent talks to one EU user on Aug 2. Can you prove it disclosed it was AI?

Your AI agent talks to one EU user on Aug 2. Can you prove it disclosed it was AI?

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3 min read
Beyond Pay-Per-Token: How Enterprises Barter Architecture for AI Access

Beyond Pay-Per-Token: How Enterprises Barter Architecture for AI Access

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3 min read
LLM Prompt Injection & Guardrail Security

LLM Prompt Injection & Guardrail Security

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5 min read
LLM Structured Output Validation in Python That Holds Up

LLM Structured Output Validation in Python That Holds Up

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14 min read
Determinism as a feature: when to let your agent call a math API instead of reasoning

Determinism as a feature: when to let your agent call a math API instead of reasoning

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2 min read
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