LightfieldAI-native CRM that builds itself and does work for you
DevShield.
AI engineer that detects, diagnoses & fixes software bugs.
15 followers
AI engineer that detects, diagnoses & fixes software bugs.
15 followers
I built DevShield because developers shouldn't spend hours hunting bugs. DevShield is an AI engineer that watches your app around the clock, catches problems early, explains what's wrong, tracks performance, and helps fix issues before users are affected. Plug in the SDK, connect your project, and let DevShield handle the debugging while you keep shipping.
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how does it actually explain the bugs, like is it just logging error stacks or does it walk through the chain of events that led to the failure?
@cafersxhm Not just stack traces. DevShield analyzes the chain of events leading to an error, correlates runtime context with source code, identifies the likely root cause, and provides severity, confidence, and fix recommendations so developers can resolve issues faster.
How much overhead does the SDK add to production builds, and does it get noisy with alerts once it starts learning what counts as a real issue vs background noise?
@kranurqjow Performance and signal-to-noise ratio were key design goals. The SDK is lightweight, while DevShield groups duplicate incidents and prioritizes critical issues. Our AI is being built to reduce alert fatigue by learning from recurring patterns over time.
Love that DevShield just lets you drop in the SDK and go, no clunky setup eating into your sprint. That kind of "connect it and forget it" approach is exactly what monitoring tools usually get wrong.
@hanifemutuqf27 Thank you! That was one of our biggest goals—developers should spend time building, not configuring monitoring tools. We're glad the experience felt that simple.
Plugging in the SDK was painless, and I was honestly surprised how quickly it flagged a memory leak in a side project I'd been ignoring for weeks.
@ayenurakkulndd Thank you! That's exactly the experience we hope to create—fast integration and actionable insights that save developers hours of debugging. We really appreciate you giving DevShield a try!
Plugged the SDK into a side project and was surprised how quickly it flagged a memory leak I'd missed for weeks. The plain-English explanations actually make sense, which is rare for monitoring tools.
@ersinkeman Thank you! That's exactly the kind of problem we want DevShield to solve. We're just getting started, and upcoming updates will make root cause analysis and AI-assisted fixes even more powerful.
Plugged it into a side project last night and it flagged a memory leak I had been chasing for days, with a clear explanation of where it originated. Honestly wish I had this six months ago on a client project.
@esma118057 That's amazing to hear! Thanks for trying DevShield and sharing your experience. Our goal is to save developers hours of debugging, and feedback like this tells us we're moving in the right direction.