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Tool Schema Drift: The Silent Failure Mode in Production Agentic Systems

Tool Schema Drift: The Silent Failure Mode in Production Agentic Systems

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4 min read
I built a Python obfuscator that keeps production traces debuggable

I built a Python obfuscator that keeps production traces debuggable

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3 min read
What I added next to payapp and reconmatch

What I added next to payapp and reconmatch

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1 min read
I built a coding agent in ~970 lines of Python and benchmarked it honestly

I built a coding agent in ~970 lines of Python and benchmarked it honestly

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8 min read
payapp: stop losing money to progress-billing spreadsheet math

payapp: stop losing money to progress-billing spreadsheet math

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2 min read
Options Greeks Explained: Delta, Gamma, Theta, Vega — With Python Code

Options Greeks Explained: Delta, Gamma, Theta, Vega — With Python Code

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4 min read
从FROST到FROST-SOP:如何用家族治理模型打造你的"AI分身"?

从FROST到FROST-SOP:如何用家族治理模型打造你的"AI分身"?

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2 min read
reconmatch: offline transaction matching for people who reconcile for a living

reconmatch: offline transaction matching for people who reconcile for a living

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2 min read
How We Translate Entire Books with LLMs Without Losing Context

How We Translate Entire Books with LLMs Without Losing Context

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6 min read
The Model Didn't Change. A Parameter Disappeared. Thousands of Pipelines Broke.

The Model Didn't Change. A Parameter Disappeared. Thousands of Pipelines Broke.

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2 min read
Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines

Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines

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2 min read
The Silent Vector Contamination Bug: Why Your Concurrent Embeddings Might Be Lying to You

The Silent Vector Contamination Bug: Why Your Concurrent Embeddings Might Be Lying to You

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4 min read
Three site-list UX improvements: instant completion feedback, error highlighting, and auto-deselect

Three site-list UX improvements: instant completion feedback, error highlighting, and auto-deselect

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3 min read
Use ai-agent-book as a Lab Manual, Not a 12,000-Star Reading List

Use ai-agent-book as a Lab Manual, Not a 12,000-Star Reading List

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2 min read
Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

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7 min read
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