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When code suggestions keep using deprecated Pandas APIs: a practical postmortem

When code suggestions keep using deprecated Pandas APIs: a practical postmortem

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3 min read
When Generated Tests Pass but Don't Protect: LLMs Creating Superficial Unit Tests

When Generated Tests Pass but Don't Protect: LLMs Creating Superficial Unit Tests

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3 min read
When autocomplete suggests deprecated Pandas APIs — a debugging postmortem

When autocomplete suggests deprecated Pandas APIs — a debugging postmortem

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3 min read
When Generated Tests Pass but Don't Protect — a small failure that became a production bug

When Generated Tests Pass but Don't Protect — a small failure that became a production bug

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3 min read
When a refactor tool renames only half the project: inconsistent variable names across files

When a refactor tool renames only half the project: inconsistent variable names across files

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3 min read
When an AI Recommends Deprecated Pandas APIs — a postmortem

When an AI Recommends Deprecated Pandas APIs — a postmortem

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3 min read
MCP Has a Gap, and Skills Are Not the Answer

MCP Has a Gap, and Skills Are Not the Answer

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4 min read
Fix Your AI Agent: Weekly Debugging AMA (RAG, Voice, Copilot, Text2SQL)

Fix Your AI Agent: Weekly Debugging AMA (RAG, Voice, Copilot, Text2SQL)

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1 min read
When models suggest deprecated Pandas APIs: a small mistake that cascades

When models suggest deprecated Pandas APIs: a small mistake that cascades

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3 min read
LLM, Dreamcast, Seaman - What the 1999 Classic Teaches Modern AI

LLM, Dreamcast, Seaman - What the 1999 Classic Teaches Modern AI

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3 min read
The real value of AI engineering automation is structure, not “better prompts”

The real value of AI engineering automation is structure, not “better prompts”

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4 min read
When code generation suggests deprecated Pandas APIs — a case study

When code generation suggests deprecated Pandas APIs — a case study

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3 min read
Arcana: an agentic AI system for reasoning about MongoDB architectures

Arcana: an agentic AI system for reasoning about MongoDB architectures

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1 min read
I Tested GLM-4.7 for Two Weeks—Here's What Actually Matters

I Tested GLM-4.7 for Two Weeks—Here's What Actually Matters

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2 min read
Turning React/TypeScript Codebases Into Deterministic AI Context - End to End

Turning React/TypeScript Codebases Into Deterministic AI Context - End to End

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2 min read
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