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Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•11m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
3•o8vm•12m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•13m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•26m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•29m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
1•helloplanets•32m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•40m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•41m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•43m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•43m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
1•basilikum•46m ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•46m ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•51m ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
3•throwaw12•52m ago•1 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•52m ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•53m ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•55m ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•58m ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•1h ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•1h ago•0 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•1h ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•1h ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•1h ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
2•lifeisstillgood•1h ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•1h ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•1h ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
2•birdculture•1h ago•1 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•1h ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
2•ramenbytes•1h ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•1h ago•0 comments
Open in hackernews

Show HN: StatechartX – performant state machine runtime written in Go

https://github.com/comalice/statechartx
2•all2•2w ago

Comments

all2•2w ago
Hello all,

My name is Albert and I built this statechart engine to scratch my own itch. I work with embedded systems and in an environment where process is paramount. My current employer has a number of certifications that require semi-annual audits of process, paperwork, etc.

I kept reaching for tools I knew about (python-statemachine in particular) in order to solve process problems, but nothing really scratched the itch; I needed an engine that took declarative workflows that were versionable and more importantly, not a part of the core runtime. I want to be able to push/pull/up/down workflows the same way I do docker containers. I want those workflows to expose API endpoints and webhooks so I can interface with them in a variety of ways (UI, test completions, ECO/ECR flows involving people, and so on).

This library is a foundational piece of that puzzle; it gives me a relatively performant statechart execution engine that I can build my dream app on top of.

It consists of two runtimes: an event driven runtime, and a tick-based runtime. The event driven runtime does not make guarantees about event execution order for parallel states, where the tick-based system does. The tick based runtime is single-threaded on purpose, in order to guarantee event evaluation order, which makes it deterministic.

As an aside, I plan on building out a number of demos using this engine in the coming weeks. Amongst the demo ideas are: an AI agentic pipeline doing something arbitrary, like research (because why not), a simple game engine integration where the tick-based runtime takes the place of 'system' in an entity-component-system architecture, and probably an http server implementation just for kicks.

Thanks for taking a look!

---

Oh, and here are some benchmarks for the alpha release:

StatechartX Benchmarks (i5-5300U, 4 cores, Linux)

  Runtime              Burst      Sustained   Latency   Queue   Allocs
  ---------------------------------------------------------------------
  Realtime (1000Hz)    15.05M/s   ~6.1M/s     279 µs    10K     0
  Core - Simple        8.86M/s    8.86M/s     ~83 ns    100K    0
  Core - Internal      12.08M/s   12.08M/s    ~83 ns    1K      0
  Core - Concurrent    4.00M/s    4.00M/s     ~83 ns    10K     0
  Core - Parallel      3.69M/s    3.69M/s     ~83 ns    100K    0
  Core - Hierarchical  3.41M/s    3.41M/s     ~83 ns    100K    0
  Core - Guarded       3.01M/s    3.01M/s     ~83 ns    100K    0

  Memory: 32KB/machine | Zero allocations under load | Graceful backpressure

  Event-driven: burst = sustained (constant, predictable)
  Tick-based: burst > sustained (15M submit, 6.1M process)