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Blogs

The 9-File Security Hardening That Coding Agents Missed and AI Architect Nailed
  • Artificial Intelligence, Software Engineering

The 9-File Security Hardening That Coding Agents Missed and AI Architect Nailed

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Published

The Plaintext Token Leak That Coding Agents Missed and AI Architect Fixed
  • Artificial Intelligence, Software Engineering

The Plaintext Token Leak That Coding Agents Missed and AI Architect Fixed

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Published

The 90-file Monorepo Refactoring That Coding Agents Failed and AI Architect Nailed
  • Artificial Intelligence, Software Engineering

The 90-file Monorepo Refactoring That Coding Agents Failed and AI Architect Nailed

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Updated

Blank-Page Paralysis: Why Coding Agents Stalled on a 710-File Codebase and AI Architect Delivered
  • Artificial Intelligence, Software Engineering

Blank-Page Paralysis: Why Coding Agents Stalled on a 710-File Codebase and AI Architect Delivered

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Updated

AI Architect Uncovered Domain-Specific Error Handling That a Standalone Coding Agent Couldn’t
  • Artificial Intelligence, Software Engineering

AI Architect Uncovered Domain-Specific Error Handling That a Standalone Coding Agent Couldn’t

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Updated

AI Architect Fixed Calendar URL Validation Using Pattern Reuse After Coding Agent Failed
  • Artificial Intelligence, Software Engineering

AI Architect Fixed Calendar URL Validation Using Pattern Reuse After Coding Agent Failed

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Updated

AI Architect Eliminated Deadlocks in a Concurrent Queue That Coding Agents Couldn't Escape
  • Artificial Intelligence, Software Engineering

AI Architect Eliminated Deadlocks in a Concurrent Queue That Coding Agents Couldn’t Escape

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Published

The 7-Component React Fix That Coding Agents Missed and AI Architect Nailed
  • Artificial Intelligence, Software Engineering

The 7-Component React Fix That Coding Agents Missed and AI Architect Nailed

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Updated

Cut your coding agent bill in half

Cut your coding agent bill in half

Latest posts

Where frontier AI models earn their cost in engineering work

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Claude Sonnet 5.5 vs Opus 5.5

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Claude Opus 5.5 vs Opus 5

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Claude Sonnet 5.5 vs Sonnet 5

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Price per token stopped predicting our model bill 

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