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Show HN: BugStack – Autonomous error fixing that ships to prod while you sleep

https://www.bugstack.ai/
2•Bugboy•1h ago
Hey HN,

bugstack started life as an internal tool for my other startup Fuelscout because my customers would encounter production bugs when I was away that would ruin their experience. When I went camping and came home to find out my internal tool had fixed an error and shipped it to production I knew it was bigger than Fuelscout, so my little tool became bugstack.

bugstack monitors your production errors 24/7. When a user hits a bug, bugstack captures the error, pulls context from your repo, generates a minimal surgical code fix, runs it through CI, and delivers it as a pull request. If your CI passes and the fix meets your confidence threshold, it can auto-merge — or you can review the PR yourself. The workflow is: Capture → Fix → Deploy.

Technically:

You install an SDK (npm install @bugstack/sdk) and init with an API key Errors get fingerprinted for smart deduplication (no duplicate PRs for the same bug) The AI analyzes root cause using your actual codebase as context, then generates minimal diffs — not giant rewrites Fixes are syntax-checked, scope-checked, and committed to a new branch with a detailed PR Each project has independent confidence thresholds and you choose manual review vs. auto-merge Dashboard tracks the full lifecycle: Pending → Building Context → Generating Fix → Testing → Fix Ready → Auto-Fixed

Supports JavaScript (Express, Next.js), Python (Flask, FastAPI, Django), Ruby (Rails), and more. 14-day free trial.

I'd love feedback from anyone who deals with on-call rotations or production error triage. What would make you trust an AI to fix your prod bugs?

Product Hunt (we launched today): https://www.producthunt.com/products/bugstack

Trump's DOJ is not falling for Sam Bankman-Fried's MAGA makeover on X

https://arstechnica.com/tech-policy/2026/03/trumps-doj-is-not-falling-for-sam-bankman-frieds-maga...
1•tartoran•26s ago•0 comments

The Bhangmeter, a 1960s device to measure nuclear detonations

https://en.wikipedia.org/wiki/Bhangmeter
1•zahlman•1m ago•0 comments

Show HN: CastReader – Free TTS Extension That Reads Kindle Cloud Reader

https://chromewebstore.google.com/detail/castreader-tts-reader/foammmkhpbeladledijkdljlechlclpb
1•vinxu•2m ago•0 comments

Auto-georeferenced 381 Soviet military maps of China

https://sovietatlas.monarcha.ai/
1•everettglee•4m ago•0 comments

When the Simulation Starts to Feel Real

https://alvinpane.com/essays/when-the-simulation-starts-to-feel-real
1•alvinpane•6m ago•0 comments

QuickBEAM: JavaScript Runtime for the BEAM VM

https://github.com/elixir-volt/quickbeam
1•clessg•8m ago•0 comments

Show HN: The Bones of PearlOS

https://github.com/NiaExperience/PearlOS/discussions/5
1•pearlos•8m ago•0 comments

Reddit's database has two tables (2012)

https://kevin.burke.dev/kevin/reddits-database-has-two-tables/
1•tosh•11m ago•0 comments

Dario 12 months ago: In 12 months, nearly all code may be generated by AI

https://twitter.com/slow_developer/status/1899430284350616025
2•nipponese•11m ago•1 comments

Do current trends in drone technology favor offense or defense?

https://marginalrevolution.com/marginalrevolution/2024/03/do-current-trends-in-drone-technology-f...
1•paulpauper•11m ago•1 comments

#238 – Sam Winter-Levy and Nikita Lalwani on how AI won't end nuclear deterrence

https://80000hours.org/podcast/episodes/sam-winter-levy-nikita-lalwani-ai-nuclear-deterrence/
1•paulpauper•11m ago•0 comments

MongoDB outage – AWS UAE and Bahrain datacenters

https://status.mongodb.com/incidents/7g5qmxgkc2y4
3•peterjliu•12m ago•0 comments

Show HN: Scan your dev machine for AI agents, MCP servers, and IDE extensions

https://github.com/step-security/dev-machine-guard
4•varunsharma07•13m ago•0 comments

Show HN: Mozzie – a local desktop orchestrator for AI coding agents

https://github.com/usemozzie/mozzie
1•zacharykapank•13m ago•0 comments

API Design Principles for the Agentic Era

https://www.apideck.com/blog/api-design-principles-agentic-era
1•mooreds•14m ago•0 comments

Lloyds, Bank of Scot and Halifax apps showed customers other users' transactions

https://www.bbc.co.uk/news/articles/c4g23npxpwgo
1•ColinWright•14m ago•0 comments

Launch HN: IonRouter (YC W26) – High-throughput, low-cost inference

https://ionrouter.io
4•vshah1016•16m ago•1 comments

AI Cluster Runtime: Reproducible Configs for GPU-Accelerated Kubernetes Clusters

https://developer.nvidia.com/blog/validate-kubernetes-for-gpu-infrastructure-with-layered-reprodu...
1•mchmarny•16m ago•1 comments

NM framework on Karpathy's autoresearch factory

https://nervousmachine.substack.com/p/3000-agents-are-running-experiments
1•hb_124•16m ago•0 comments

Oops, You Wrote a Database

https://dx.tips/oops-database
2•tosh•20m ago•0 comments

Engram – A distributed memory system for AI agents, with extensible architecture

https://vincents-ai.github.io/engram/
2•section_me•21m ago•1 comments

Show HN: Mingle – find and connect with people, like LinkedIn but in your chat

https://github.com/aeoess/mingle-mcp
1•Tima_fey•21m ago•0 comments

Current and former Block workers say AI can't do their jobs

https://www.theguardian.com/technology/2026/mar/08/block-ai-layoffs-jack-dorsey
4•devonnull•23m ago•0 comments

PHP-rnet – a PHP extension that mimics real browser TLS fingerprints

1•takielias•25m ago•1 comments

A small CLI for stopping Git worktrees from fighting over ports

https://github.com/johndockery/portlock
1•ilovejazz442•25m ago•0 comments

Svelte Best Practices

https://svelte.dev/docs/svelte/best-practices
1•Erenay09•26m ago•0 comments

Lowdown can translate Markdown to an mdoc manpage

https://kristaps.bsd.lv/lowdown/mdoc.html
1•fanf2•27m ago•0 comments

FSC Age Verification Bill Tracker

https://action.freespeechcoalition.com/age-verification-bills/
1•muyuu•29m ago•0 comments

Disney+ Teases Creator-Driven Content as It Launches Vertical Video Feature

https://www.hollywoodreporter.com/business/digital/disney-creator-content-launches-vertical-video...
1•andsoitis•30m ago•1 comments

The FermAI Paradox: Agents Need Their IDE Moment

https://docs.ctx.rs/blog/the-fermai-paradox
3•ripped_britches•31m ago•1 comments