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Show HN: Workflow – A Git-native, local-first DAG orchestrator in Go

https://github.com/joelfokou/workflow
1•stackframe•1h ago
I built workflow because I was tired of the "infrastructure tax" required to run simple task pipelines. Most orchestrators assume you want a distributed system with a web UI and a database server.

I wanted something simple and reliable, but with the features of a modern data orchestrator:

- Stateful: It uses a local SQLite DB to track every run and retry. If a task fails, you can fix it and resume.

- Deterministic: Strict topological ordering based on depends_on logic.

- Static: A single Go binary. Just drop it in your path.

- Git-Native: Workflows are defined in TOML, making them easy to version control and code-review.

It’s currently v0.1.0. I’m using it for local ETL and complex build scripts.

Repo: https://github.com/joelfokou/workflow

I’d love to hear your thoughts on the approach, especially regarding the decision to use SQLite for local state persistence.

AgentPulse: Open-source observability for AI agents(costs+debugging)

1•nanduskaiser•45s ago•0 comments

You Shouldn't Use Google's Chrome "Auto Browse" Agentic AI, or Any Others

https://lauren.vortex.com/2026/02/03/do-not-use-agentic-ai
1•speckx•49s ago•0 comments

Black and Latino youth better than white peers at spot out online disinformation

https://news.ucr.edu/articles/2026/02/02/black-and-latino-teens-show-strong-digital-literacy
1•giuliomagnifico•53s ago•0 comments

DIY Irrigation/Sprinklers at Home

https://v0-rachio-irrigation-setup.vercel.app/
1•deankroker•2m ago•0 comments

I track storage drive prices daily so you know when to buy

https://disk-scout.com/
1•matansfb•2m ago•1 comments

Modern and Antique Technologies Reveal a Dynamic Cosmos

https://www.quantamagazine.org/how-modern-and-antique-technologies-reveal-a-dynamic-cosmos-20260202/
1•Brajeshwar•2m ago•0 comments

A Fresh Look at IBM 3270 Information Display System

https://www.rs-online.com/designspark/a-fresh-look-at-ibm-3270-information-display-system
1•rbanffy•3m ago•0 comments

Science should be machine-readable

https://www.biorxiv.org/content/10.64898/2026.01.30.702911v1
1•sinab•3m ago•1 comments

The 9k-RPM Honda Engine That Shouldn't Have Been Possible

https://www.autoblog.com/news/the-9000-rpm-honda-engine-that-shouldnt-have-been-possible
1•makaimc•4m ago•0 comments

Show HN: PII-Shield – Log Sanitization Sidecar with JSON Integrity (Go, Entropy)

https://github.com/aragossa/pii-shield
1•aragoss•4m ago•1 comments

Nordlys Hypernova: 75.6% on SWE-Bench

https://nordlyslabs.com/blog/hypernova
1•botirk•4m ago•2 comments

France dumps Zoom and Teams as Europe seeks digital autonomy from the US

https://apnews.com/article/europe-digital-sovereignty-big-tech-9f5388b68a0648514cebc8d92f682060
3•AareyBaba•5m ago•0 comments

Language-Related Ideological Divergence in LLM Analysis of Political Documents

https://arxiv.org/abs/2601.12164
1•PaulHoule•7m ago•0 comments

Do Stormwater Retention Ponds Actually Work? Detention vs. Retention

https://practical.engineering/blog/2026/2/3/do-retention-ponds-actually-work
1•crescit_eundo•7m ago•0 comments

National Park Service officials make difficult decision about Alcatraz coyote

https://www.sfgate.com/local/article/sf-coyote-alcatraz-relocation-21327736.php
1•jessiefisher•7m ago•0 comments

Show HN: TrueLedger – a local-first personal finance app with no cloud back end

https://trueledger.satyakommula.com
1•satyakommula•8m ago•0 comments

Why Focus Still Matters in a Distracted World

https://talkflow.substack.com/p/why-focus-still-matters-in-a-distracted
2•moss98•9m ago•1 comments

Donald Trump Has Built a Clicktatorship

https://www.theatlantic.com/technology/2026/02/donald-trump-clicktatorship/685862/
5•verdverm•10m ago•0 comments

Targeted digital voter suppression efforts likely decrease voter turnout

https://www.pnas.org/doi/10.1073/pnas.2519944123
5•bikenaga•12m ago•1 comments

Painful Side Effect of Statins Explained After Decades of Mystery

https://www.sciencealert.com/painful-side-effect-of-statins-explained-after-decades-of-mystery
2•pseudolus•14m ago•0 comments

Prek: A better, faster, drop-in pre-commit replacement, engineered in Rust

https://github.com/j178/prek
2•fortuitous-frog•15m ago•0 comments

Tadpole – A modular and extensible DSL built for web scraping

https://tadpolehq.com/
1•zachperkitny•15m ago•1 comments

Sorting Strategies for Optional Fields in Django

https://blog.maksudul.bd/sorting-strategies-for-optional-fields-in-django/
1•saadmk11•15m ago•0 comments

Moltbook is proof that GenAI was a scam

2•cadabrabra•16m ago•5 comments

Transactive Memory

https://en.wikipedia.org/wiki/Transactive_memory
2•o4c•16m ago•0 comments

Private API Credits: A Simple Construction

https://engineering.chainbound.io/private-api-credits
1•mempirate•16m ago•0 comments

AI is replacing jobs per month

https://www.aol.com/ai-already-replacing-thousands-jobs-020016724.html
1•cumo•16m ago•0 comments

I Automated a Daily Intelligence Briefing with OpenClaw

https://www.josecasanova.com/blog/openclaw-daily-intel-report
1•jcsnv•20m ago•0 comments

PepsiCo will cut prices on Lay's, Cheetos by as much as 15%

https://www.npr.org/2026/02/03/nx-s1-5697941/pepsi-prices-cheetos-doritos-super-bowl-snacks
2•toomuchtodo•20m ago•1 comments

Microbes could extract the metal needed for cleantech

https://www.technologyreview.com/2026/02/03/1132047/microbes-extract-metal-cleantech/
2•Brajeshwar•20m ago•0 comments