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Why I stopped using flat $/kWh to size commercial battery storage.

Why I stopped using flat $/kWh to size commercial battery storage.

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3 min read
RAG Re-Indexing Without Downtime: A Dual-Write Pattern for Embeddings

RAG Re-Indexing Without Downtime: A Dual-Write Pattern for Embeddings

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8 min read
Anthropic Message Batching: When 50% Off Is Worth the Latency

Anthropic Message Batching: When 50% Off Is Worth the Latency

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6 min read
Governance and Liability in AI Agents: What I Built Trying to Answer Those Questions

Governance and Liability in AI Agents: What I Built Trying to Answer Those Questions

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4 min read
Logprobs in Production: 4 Things You Can Actually Do With Them

Logprobs in Production: 4 Things You Can Actually Do With Them

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8 min read
Vision Models for OCR: When They Beat Tesseract and When They Don't

Vision Models for OCR: When They Beat Tesseract and When They Don't

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7 min read
Embedding Drift Detection: A 50-Line Monitor for Production RAG

Embedding Drift Detection: A 50-Line Monitor for Production RAG

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6 min read
Scraper worked on my laptop. Deployed to server and got instant 403s.

Scraper worked on my laptop. Deployed to server and got instant 403s.

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2 min read
Cost-Capped Agents: A Token Budget That Holds the Line on a Conversation

Cost-Capped Agents: A Token Budget That Holds the Line on a Conversation

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6 min read
Streaming Tool Calls: Parse Anthropic SSE Without Loading the Whole Message

Streaming Tool Calls: Parse Anthropic SSE Without Loading the Whole Message

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6 min read
Why Your Vector Index Returns Five Copies of the Same Doc

Why Your Vector Index Returns Five Copies of the Same Doc

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7 min read
Tool-Result Truncation: The Silent Bug That Makes Agents Lie

Tool-Result Truncation: The Silent Bug That Makes Agents Lie

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8 min read
Speculative Decoding for Self-Hosted LLMs: When the Math Pays Off

Speculative Decoding for Self-Hosted LLMs: When the Math Pays Off

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6 min read
How to Convert JSON to CSV in Python (Complete Guide)

How to Convert JSON to CSV in Python (Complete Guide)

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16 min read
I built a Python deobfuscator using AST transformers - Noctyra

I built a Python deobfuscator using AST transformers - Noctyra

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1 min read
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