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The End of Software as a Business?

https://www.thatwastheweek.com/p/ai-is-growing-up-its-ceos-arent
1•kteare•50s ago•0 comments

Exploring 1,400 reusable skills for AI coding tools

https://ai-devkit.com/skills/
1•hoangnnguyen•1m ago•0 comments

Show HN: A unique twist on Tetris and block puzzle

https://playdropstack.com/
1•lastodyssey•4m ago•0 comments

The logs I never read

https://pydantic.dev/articles/the-logs-i-never-read
1•nojito•6m ago•0 comments

How to use AI with expressive writing without generating AI slop

https://idratherbewriting.com/blog/bakhtin-collapse-ai-expressive-writing
1•cnunciato•7m ago•0 comments

Show HN: LinkScope – Real-Time UART Analyzer Using ESP32-S3 and PC GUI

https://github.com/choihimchan/linkscope-bpu-uart-analyzer
1•octablock•7m ago•0 comments

Cppsp v1.4.5–custom pattern-driven, nested, namespace-scoped templates

https://github.com/user19870/cppsp
1•user19870•8m ago•1 comments

The next frontier in weight-loss drugs: one-time gene therapy

https://www.washingtonpost.com/health/2026/01/24/fractyl-glp1-gene-therapy/
1•bookofjoe•11m ago•1 comments

At Age 25, Wikipedia Refuses to Evolve

https://spectrum.ieee.org/wikipedia-at-25
1•asdefghyk•14m ago•3 comments

Show HN: ReviewReact – AI review responses inside Google Maps ($19/mo)

https://reviewreact.com
2•sara_builds•14m ago•1 comments

Why AlphaTensor Failed at 3x3 Matrix Multiplication: The Anchor Barrier

https://zenodo.org/records/18514533
1•DarenWatson•15m ago•0 comments

Ask HN: How much of your token use is fixing the bugs Claude Code causes?

1•laurex•19m ago•0 comments

Show HN: Agents – Sync MCP Configs Across Claude, Cursor, Codex Automatically

https://github.com/amtiYo/agents
1•amtiyo•20m ago•0 comments

Hello

1•otrebladih•21m ago•0 comments

FSD helped save my father's life during a heart attack

https://twitter.com/JJackBrandt/status/2019852423980875794
2•blacktulip•24m ago•0 comments

Show HN: Writtte – Draft and publish articles without reformatting, anywhere

https://writtte.xyz
1•lasgawe•26m ago•0 comments

Portuguese icon (FROM A CAN) makes a simple meal (Canned Fish Files) [video]

https://www.youtube.com/watch?v=e9FUdOfp8ME
1•zeristor•27m ago•0 comments

Brookhaven Lab's RHIC Concludes 25-Year Run with Final Collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
2•gnufx•30m ago•0 comments

Transcribe your aunts post cards with Gemini 3 Pro

https://leserli.ch/ocr/
1•nielstron•33m ago•0 comments

.72% Variance Lance

1•mav5431•35m ago•0 comments

ReKindle – web-based operating system designed specifically for E-ink devices

https://rekindle.ink
1•JSLegendDev•36m ago•0 comments

Encrypt It

https://encryptitalready.org/
1•u1hcw9nx•36m ago•1 comments

NextMatch – 5-minute video speed dating to reduce ghosting

https://nextmatchdating.netlify.app/
1•Halinani8•37m ago•1 comments

Personalizing esketamine treatment in TRD and TRBD

https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1736114
1•PaulHoule•38m ago•0 comments

SpaceKit.xyz – a browser‑native VM for decentralized compute

https://spacekit.xyz
1•astorrivera•39m ago•0 comments

NotebookLM: The AI that only learns from you

https://byandrev.dev/en/blog/what-is-notebooklm
2•byandrev•39m ago•2 comments

Show HN: An open-source starter kit for developing with Postgres and ClickHouse

https://github.com/ClickHouse/postgres-clickhouse-stack
1•saisrirampur•40m ago•0 comments

Game Boy Advance d-pad capacitor measurements

https://gekkio.fi/blog/2026/game-boy-advance-d-pad-capacitor-measurements/
1•todsacerdoti•40m ago•0 comments

South Korean crypto firm accidentally sends $44B in bitcoins to users

https://www.reuters.com/world/asia-pacific/crypto-firm-accidentally-sends-44-billion-bitcoins-use...
2•layer8•41m ago•0 comments

Apache Poison Fountain

https://gist.github.com/jwakely/a511a5cab5eb36d088ecd1659fcee1d5
1•atomic128•43m ago•2 comments
Open in hackernews

Show HN: Mitsuki, a Python web framework as fast as Node or Java

https://github.com/DavidLandup0/mitsuki
3•DavidLandup0•2mo ago
Hey HackerNews! Just wanted to share something slapped together recently, looking for feedback.

Context: I worked in both research and enterprise and have built a lot of services in Python and Java, and they converge to using similar patterns, regardless of how different the architectures and domains are (web apps, ML research, distributed systems, etc.)

After writing a lot of Python, I was missing a framework that strongly supported some of these patterns formally, and find that this structure lets you make assumptions that can really boost dev experience on long term projects.

Microframeworks are great. They let you get started with a single file of a few lines, but (in my opinion) lack the structure you want on long term projects, working with teams, so you end up making that structure yourself anyway. In doing so, you get a small initial boost in productivity, but at the cost of your productivity in the future.

Mitsuki tries to both allow you to start quick and easy with a single file in a few lines, but also be more friendly to you and your team through time, by giving structure to your development process.

Thus, I made an early version of a framework heavily inspired by Spring Boot. The core idea is that you can do enterprise apps without the enterprise pain, in Python, with high performance.

- Want a simple REST API? app.py with a few lines.

- Want a decent starter with auto-implemented CRUD? mitsuki init to get a starter project with domain classes, services, controllers and repositories.

- Performance? Similar to Express and Spring Boot (in Docker, on an M1 MacBook Pro, 8GB of RAM), out of the box, no configuration needed.

Lightweight

Despite the "fancy sounding" terminology, Mitsuki itself is very lightweight, and only adds a very small overhead (10%) over the components that power it (namely, Starlette and Granian). I don't want to commit to ASGI only, and a future version will likely rewrite this core logic to leverage granian further.

There is a lot of ground left to cover, lots of docs to write, examples to explore, features to expand. I'm also planning to write a few tools that leverage the structure of the framework to increase DX within enterprise teams.

But before any of that, I'm looking for feedback. Yay or nay? :)

Benchmarks

P.S. On the topic of performance and benchmarks, there are a few remarks in the repo's /benchmarks directory. (Or here: https://github.com/DavidLandup0/mitsuki/tree/main/benchmarks)

Yes, most benchmarks are arbitrary, heavily gameable, and your bottleneck is likely going to be your business logic, not the framework, anyways.

Yes, Spring Boot and Elysia will likely have higher ceilings, so running on a stronger CPU will likely change the order of the benchmark.

Yes, there's a million variables that affect these.

Yes, granian is written in Rust, not Python.

The point of the benchmark is threefold:

- This is the sort of experience you get out of the box, on your device and where you'll deploy it (Dockerized on small instance such as through K8s)

- Python web apps can stand shoulder to shoulder with JS/Java performance-wise

- Despite the seeming complexity around dependency injection, state tracking, etc., Mitsuki is pretty lightweight.

Comments

japborst•2mo ago
Impressive speed performance! And love the magic, like wiring services and repos.

Not super sure about the magical SQL queries OOTB, but that might be a preference thing.

Lots of docs too, great job!

(This also triggered a question in me: should Astral also support/write a web framework?)

DavidLandup0•2mo ago
Thanks for the kind words!

The speed mostly comes from building it on top of Starlette and Granian, while keeping overhead low, so I can't claim much credit on that part. In the end, business logic will be the bottleneck anyway :)

Yeah, I've seen mixed responses on SQL magic. Spring and Ruby devs I talked to seemed to like it (with Ruby active records having a similar feature), but JS, Python and other devs I talked to found it odd.

I guess it depends on the ecosystem people get used to?

Would be exciting to see Astral come out with a server! Though, with the current landscape, it feels like there isn't too much to be done without massive efforts, so I don't imagine they could justify spending the time given how well they're doing in their niche. Could be wrong, though.

japborst•2mo ago
Yeah, I think the Spring folk typically like running ORMs and don't want to get their hands dirty on SQL.

Whereas the Python folk are often used to running SQL manually, so like less of the magic?