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Show HN: Self-Healing Back End That Does TDD

https://88hours.github.io/helix-community/
2•NomiJ•3h ago

Comments

NomiJ•3h ago
Helix watches your error tracker (Sentry or Rollbar). When a bug hits production, a pipeline of agents kicks off automatically: 1. Crash Handler agent parses the webhook and extracts context 2. QA Agent follows test driven development approach and writes a failing test then opens a GitHub Issue 3. Dev Agent clones the repo, writes a fix for failing test, and creates a PR. 4. Notifier sends the issue + suggestion to Slack for human review with "Approve PR" or "Reject PR" options.

Built with Python, Redis pub/sub for the event bus, and Claude (or Ollama if you prefer local). Self-hostable via Docker Compose.

GitHub: https://github.com/88hours/helix-community

Happy to answer questions about the agent architecture or how the fix suggestions are generated.

ProgramAsWeights: Natural language specs compiled to tiny neural programs

https://programasweights.com/
1•marojejian•55s ago•0 comments

I wrote to Flock's privacy contact to opt out of their domestic spying program

https://honeypot.net/2026/04/14/i-wrote-to-flocks-privacy.html
1•speckx•2m ago•0 comments

Javokhir Sindarov Wins the FIDE Candidates Tournament 2026

https://twitter.com/FIDE_chess/status/2044087983117115752
1•mellosouls•3m ago•1 comments

International Agreement to Prevent Premature Creation of ASI

https://techgov.intelligence.org/blog/new-report-an-international-agreement-to-prevent-the-premat...
1•cdata•4m ago•0 comments

OpenSSL 4.0.0

https://github.com/openssl/openssl/releases/tag/openssl-4.0.0
1•petecooper•4m ago•0 comments

Don't Just Build with AI – Learn Through It

https://matthewboston.com/blog/dont-just-build-with-ai-learn-through-it.html
1•bostonaholic•4m ago•0 comments

I Built the Wordle for AI Agents

https://deduce.fun
1•ianfh•5m ago•1 comments

SilverBullet introduces desktop app in beta

https://silverbullet.plus/
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How we build product teams at Owner

https://www.deannotes.com/delta-force
2•dbloembergen•5m ago•0 comments

Factorio as a Benchmark for Project Management Systems

https://sotaletters.substack.com/p/can-factorio-be-a-benchmark-for-project
1•AdobiWanKenobi•5m ago•0 comments

All 5 units of life's genetic code were just discovered in an asteroid sample

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3•PaulHoule•6m ago•0 comments

China shock 2.0: the flood of high-tech goods that will change the world

https://www.ft.com/content/7d51a630-a3de-4cc7-9f5f-0f3e7f0d305a
2•blueblisters•6m ago•1 comments

Show HN: Plain – The full-stack Python framework designed for humans and agents

https://github.com/dropseed/plain
2•focom•6m ago•0 comments

Reduce TTFT via streaming to an LLM

https://rajveerbachkaniwala.com/assets/stream2llm-mlsys26.pdf
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OpenAI Codex Compaction Failing

https://github.com/openai/codex/issues/17809
2•obahareth•7m ago•1 comments

Giving AI Agents Read-Only Database Access

https://thales.me/posts/giving-ai-agents-read-only-database-access/
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MMU Handbook: Memory Management Units and TLBs

https://kalairajah-personal.github.io/the-mmu-handbook/
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Leibniz on Binary [pdf]

https://scispace.com/pdf/leibniz-on-binary-1ree6msh.pdf
1•fanf2•7m ago•0 comments

Show HN: A Claude Code–driven tutor for learning algorithms in Go

https://github.com/zuzuleinen/algotutor/
2•zuzuleinen•8m ago•0 comments

Amazon acquires Apple's satellite partner

https://sixcolors.com/link/2026/04/amazon-acquires-apples-satellite-partner/
5•CharlesW•8m ago•0 comments

PEP 831 – Frame Pointers Everywhere: Enabling System-Level Observability

https://peps.python.org/pep-0831/
1•matt_d•9m ago•0 comments

Ask HN: How should AI agents discover and order real-world services?

1•patrickpuntener•9m ago•0 comments

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https://github.com/SkardiLabs/skardi
1•abbccdda•10m ago•0 comments

Open Apollo, UAD Apollo Drivers for Linux

https://librearts.org/2026/04/introducing-open-apollo/
1•speckx•11m ago•0 comments

The impact of AI on software engineers in 2026: key trends

https://newsletter.pragmaticengineer.com/p/the-impact-of-ai-on-software-engineers-2026
1•CharlesW•12m ago•0 comments

Dependency cooldowns turn you into a free-rider

https://calpaterson.com/deps.html
1•calpaterson•13m ago•1 comments

Hubsell – Engagement Orchestration for B2B Companies

https://www.hubsell.com
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The Beginning of Scarcity in AI

https://tomtunguz.com/ai-compute-crisis-2026/
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1Password Is Down

https://status.1password.com
3•hakunin•14m ago•1 comments

Agents as Scaffolding for Recurring Tasks

https://lethain.com/agents-as-scaffolding/
2•ptrhvns•15m ago•0 comments