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Show HN: I want to fix Durable Execution

https://github.com/maxnorth/rhythm
4•mnorth•2h ago

Comments

mnorth•2h ago
I'm building Durable Execution without event replay.

I've been a fan of Durable Execution for years and have seen it have huge impact on projects, but I've also seen it confuse developers and create unusual development habits to avoid issues that are unique to this paradigm, particularly making code changes safely to workflows that are in-flight. This project is an experimental prototype to avoid all of those issues and present a durable runtime for code that runs simply and sequentially, like any other code.

It's early for the project, the docs and UX are rough, but the bones are solid and you can play with it. I'm sharing it now to gather early feedback on the approach and trade-offs involved. Let me know what you think.

mnorth•2h ago
I'll add that there a couple key architectural choices in here aimed at problems I care about other than replay complexity:

1) This kind of technology IMO should be as easy to use as a task queue, so I've built it with Postgres as the only dependency. Most of the implementation is in Rust and invoked via native interfaces from the host language, which will allow the project to scale to support multiple languages without rewriting it for each.

2) I've seen teams struggle to understand when durable execution should replace simple background tasks. Reasonably, they would prefer not to maintain and monitor both a task queue framework and a platform for durable execution. But durable workflows are too heavy an abstraction for most background jobs, so you end up needing both. As I see it, durable execution is effectively just an orchestration layer for background tasks. My ideal would be that a platform could allow you to queue both simple tasks and complex workflows, and unify the scheduling capabilities and observability of both. So I'm doing that.

Conductor: Context-driven development for Claude Code

https://github.com/pilotparpikhodjaev/conductor_cc
1•tenxsengineer•1m ago•1 comments

Show HN: A small terminal metronome written in Go

https://github.com/knowareco/met
1•s3gm3nt•4m ago•0 comments

MRcutter

https://github.com/Ronny12345-art/MRcutter
1•Ronny12345-art•5m ago•1 comments

Perfusionist

https://en.wikipedia.org/wiki/Perfusionist
1•pndy•6m ago•0 comments

Ask HN: Why isn't there competition to LinkedIn yet?

2•antfie•7m ago•1 comments

Show HN: Tpylo All-in-one creator support platform

https://tpylo.com/
1•williamolsen•11m ago•0 comments

So the NEWS is like supervised learning on opinionated, censored training data?

1•bobbyschmidd•12m ago•0 comments

Overlooked No More: Inge Lehmann, Who Discovered the Earth's Inner Core

https://www.nytimes.com/2025/12/20/obituaries/inge-lehmann-overlooked.html
1•Hooke•14m ago•0 comments

There Is No Future for Online Safety Without Privacy and Security

https://itsfoss.com/news/alexander-linton-interview/
4•abdelhousni•15m ago•0 comments

Vulnerability Databases: The Holy Grail of Cybersecurity?

https://nocomplexity.substack.com/p/vulnerability-databases-the-holy
1•runningmike•15m ago•0 comments

Show HN: SpecFact CLI: Reverse Engineer Legacy Python into Enforceable Contracts

https://github.com/nold-ai/specfact-cli
1•noldai•15m ago•0 comments

An autistic billionaire exposed himself by calling the police

https://www.youtube.com/watch?v=86_Tew2sVQg
1•deossaboss•16m ago•1 comments

My 6-Month Retrospective: Using AI Coding Assistants for Database Infrastructure

https://mazhar.bearblog.dev/ai-coding-retrospective/
1•maznaq•17m ago•0 comments

Lua 5.5 Released: Global Variable Declarations and Garbage Collection

https://www.phoronix.com/news/Lua-5.5-Released
2•birdculture•20m ago•1 comments

NPM Package with 56K Downloads Caught Stealing WhatsApp Messages

https://www.koi.ai/blog/npm-package-with-56k-downloads-malware-stealing-whatsapp-messages
24•sohkamyung•23m ago•3 comments

"computer-use" loop in python via Homerow.app (Vimac) [video]

https://github.com/danielfalbo/homerow-computer-use/blob/main/README.md
1•danielfalbo•24m ago•0 comments

Why scientists are linking mitochondria to the physical toll of loneliness

https://www.psypost.org/why-scientists-are-linking-mitochondria-to-the-physical-toll-of-loneliness/
4•amichail•28m ago•0 comments

Fascintern Media

https://berjon.com/fascintern-media/
2•cdrnsf•30m ago•0 comments

Show HN: LTP – Lazy Tool Protocol. Up to 93% token reduction for AI agents

https://github.com/JuN-B-official/ltp
1•Song-JunHyeong•31m ago•0 comments

Rebus

https://en.wikipedia.org/wiki/Rebus
2•foster_nyman•32m ago•0 comments

Kumihimo Braiding [pdf]

https://archive.bridgesmathart.org/2022/bridges2022-327.pdf
1•marysminefnuf•33m ago•0 comments

Jax-JS: a machine learning library and compiler for the web

https://jax-js.com/
1•polyrand•34m ago•0 comments

What Goes Around Comes Around and Around

https://dl.acm.org/doi/pdf/10.1145/3685980.3685984
2•infogulch•34m ago•0 comments

Stephen Wolfram – Computation, Strategy, and a Life of Ideas

https://www.fattonys.net/episodes/stephen-wolfram-computation-strategy-and-a-life-of-ideas
3•Incerto•35m ago•0 comments

Raising Humanity's Psychological Ceiling

https://builders.genagorlin.com/p/raising-humanitys-psychological-ceiling-b4c
2•ggorlin•38m ago•0 comments

Biocomputing: The Promise of Biological Computing

https://www.polytechnique-insights.com/en/columns/science/biocomputing-the-promise-of-biological-...
2•andsoitis•39m ago•0 comments

Making LAZY plants stand up: a new pathway plants use to detect gravity

https://phys.org/news/2025-11-lazy-reveals-pathway-gravity.html
1•PaulHoule•41m ago•0 comments

ParaScope Editor: an interactive parallel programming tool

https://dl.acm.org/doi/epdf/10.1145/76263.76323
1•andsoitis•41m ago•0 comments

GitHub Is Down

https://github.com/
5•grincek•42m ago•0 comments

Speculative Decoding in LLMs

https://uditsaxena.bearblog.dev/spec-decode/
1•wavelander•42m ago•0 comments