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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
Fourteen Speaker Encoders Heard the Same Voice. Their Error Rates Differed Five-Fold.

Fourteen Speaker Encoders Heard the Same Voice. Their Error Rates Differed Five-Fold.

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5 min read
FastAPI vs Litestar (2026): Performance, Benchmarks & When to Switch

FastAPI vs Litestar (2026): Performance, Benchmarks & When to Switch

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11 min read
I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead

I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead

Comments 3
5 min read
openpyxl writes formulas. It never evaluates them — so your generated spreadsheet can be silently wrong.

openpyxl writes formulas. It never evaluates them — so your generated spreadsheet can be silently wrong.

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4 min read
I built an async wrapper for OpenAI/Anthropic SDKs because I didn't want a proxy in my request path

I built an async wrapper for OpenAI/Anthropic SDKs because I didn't want a proxy in my request path

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2 min read
Same Model, 4 Tokenizers. 30 Percentage Points of Difference.

Same Model, 4 Tokenizers. 30 Percentage Points of Difference.

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3 min read
I created a tool to inspect full python codebases

I created a tool to inspect full python codebases

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1 min read
Resilient HTTP Retry Strategies: 3 Real Bug Patterns Found Auditing Retry Logic Across 18 Scrapers

Resilient HTTP Retry Strategies: 3 Real Bug Patterns Found Auditing Retry Logic Across 18 Scrapers

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6 min read
I Built an AI-Powered Stock Research Assistant 🚀

I Built an AI-Powered Stock Research Assistant 🚀

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1 min read
Control Deltas Keep Agent Percentages Honest

Control Deltas Keep Agent Percentages Honest

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7 min read
Building Smart Health API: A Production-Style REST API with CNN-Based Risk Prediction

Building Smart Health API: A Production-Style REST API with CNN-Based Risk Prediction

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2 min read
The optimisation deleted the word it was looking for

The optimisation deleted the word it was looking for

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8 min read
Replay Fixtures Are Still Live Traffic

Replay Fixtures Are Still Live Traffic

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8 min read
A Tiny Linux Desktop Companion — and Wayland and GTK Kept Getting in the Way

A Tiny Linux Desktop Companion — and Wayland and GTK Kept Getting in the Way

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9 min read
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