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Tutorials, engineering deep-dives, and product updates from the DebugAI team.

LatestEngineeringAug 2, 2026

Your coding agent is guessing which file to edit.

Every tool that applies a fix has to answer one question before it writes: which file? When the error does not name one, something has to guess, and most guesses are worse than you think.

7 min readRead →

All posts

45 entries

July 2026

02Nothing checked that fix.EngineeringJul 296 min

03useSearchParams( ) should be wrapped in a suspense boundary. Here's what it actually breaks.TutorialJul 266 min

04We built a test harness for our own AI debugger. The harness had more bugs than the debugger.EngineeringJul 176 min

05We made the model stop echoing your code backEngineeringJul 176 min

06ImportError: cannot import name 'X' from 'Y'. Three causes, and how to tell them apart.TutorialJul 175 min

07Our AI debugger's confidence numbers were inverted. Here's the graph.EngineeringJul 127 min

08The false positives were the hard part.EngineeringJul 47 min

June 2026

09GitHub Copilot Just Changed Its Pricing. What Developers Need to KnowEngineeringJun 75 min

10Why Your AI Agent Harness Fails at Debugging (And How to Fix It)EngineeringJun 45 min

May 2026

11GitHub Copilot Debugging Limitations: What It Can't Do and WhyProductMay 155 min