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json.dumps Writes NaN by Default: 31 LLM Reports JSON.parse Rejected

json.dumps Writes NaN by Default: 31 LLM Reports JSON.parse Rejected

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6 min read
Build a Tiny M3U Playlist Linter in Python (Zero Dependencies)

Build a Tiny M3U Playlist Linter in Python (Zero Dependencies)

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6 min read
Why softmax returns NaN at a logit of 710, and the one-line fix

Why softmax returns NaN at a logit of 710, and the one-line fix

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3 min read
Stop Stale Tool Calls from Overwriting Newer Changes

Stop Stale Tool Calls from Overwriting Newer Changes

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7 min read
How to Build a Peptide Research Database Using Python and SQLite

How to Build a Peptide Research Database Using Python and SQLite

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5 min read
HEAD vs GET for link checking: HEAD is faster, and it lies more than you'd think

HEAD vs GET for link checking: HEAD is faster, and it lies more than you'd think

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4 min read
Our supplier moved its price file to a CDN and every accented product name came back garbled

Our supplier moved its price file to a CDN and every accented product name came back garbled

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2 min read
Building Autonomous Cybersecurity & Taint Analysis in Pure Python: AST Flow Graphs, CWE-89/78 Remediation, SARIF v2.1.0 & Zero-SaaS Security

Building Autonomous Cybersecurity & Taint Analysis in Pure Python: AST Flow Graphs, CWE-89/78 Remediation, SARIF v2.1.0 & Zero-SaaS Security

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4 min read
A Database Restore Does Not Undo Sent Email or Envelopes

A Database Restore Does Not Undo Sent Email or Envelopes

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12 min read
İki Kaynaklı Veri İşinde Sessiz Kayıp Nasıl Önlenir

İki Kaynaklı Veri İşinde Sessiz Kayıp Nasıl Önlenir

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7 min read
I built a one-click installer for local LLMs on Windows: it picks a model for your hardware and sets up Ollama

I built a one-click installer for local LLMs on Windows: it picks a model for your hardware and sets up Ollama

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3 min read
Build a Simple News Aggregator in Python Using RSS Feeds

Build a Simple News Aggregator in Python Using RSS Feeds

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4 min read
Building Local SLM Inference & Quantized Serving in Pure Python: GGUF Parsing, Q8/Q4 Kernels, LoRA Fusion & Zero-GPU Edge Deployment

Building Local SLM Inference & Quantized Serving in Pure Python: GGUF Parsing, Q8/Q4 Kernels, LoRA Fusion & Zero-GPU Edge Deployment

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6 min read
My cleanup code was cancelling itself (an asyncio gotcha)

My cleanup code was cancelling itself (an asyncio gotcha)

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4 min read
Multi-Tenant Architecture: A Roadmap for Common Pitfalls to Avoid

Multi-Tenant Architecture: A Roadmap for Common Pitfalls to Avoid

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2 min read
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