frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
1•archb•1m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•1m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•2m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•3m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•8m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
2•dragandj•9m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•10m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•11m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•12m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•13m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•15m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•15m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•16m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•16m ago•0 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•17m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•19m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•20m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•20m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•21m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
1•mooreds•22m ago•0 comments

Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
2•paulpauper•25m ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•25m ago•1 comments

Binance Gives Trump Family's Crypto Firm a Leg Up

https://www.nytimes.com/2026/02/07/business/binance-trump-crypto.html
1•paulpauper•26m ago•1 comments

Reverse engineering Chinese 'shit-program' for absolute glory: R/ClaudeCode

https://old.reddit.com/r/ClaudeCode/comments/1qy5l0n/reverse_engineering_chinese_shitprogram_for/
1•edward•26m ago•0 comments

Indian Culture

https://indianculture.gov.in/
1•saikatsg•28m ago•0 comments

Show HN: Maravel-Framework 10.61 prevents circular dependency

https://marius-ciclistu.medium.com/maravel-framework-10-61-0-prevents-circular-dependency-cdb5d25...
1•marius-ciclistu•29m ago•0 comments

The age of a treacherous, falling dollar

https://www.economist.com/leaders/2026/02/05/the-age-of-a-treacherous-falling-dollar
2•stopbulying•29m ago•0 comments

Ask HN: AI Generated Diagrams

1•voidhorse•32m ago•0 comments

Microsoft Account bugs locked me out of Notepad – are Thin Clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
8•josephcsible•32m ago•3 comments

Show HN: A delightful Mac app to vibe code beautiful iOS apps

https://milq.ai/hacker-news
6•jdjuwadi•35m ago•1 comments
Open in hackernews

Show HN: Valid8r, Functional validation for Python CLIs using Maybe monads

https://github.com/mikelane/valid8r
6•lanemik•2mo ago
I built Valid8r because I got tired of writing the same input validation code for every CLI tool. You know the pattern: parse a string, check if it's valid, print an error if not, ask again. Repeat for every argument.

The library uses Maybe monads (Success/Failure instead of exceptions) so you can chain parsers and validators:

  # Try it: pip install valid8r
  from valid8r.core import parsers, validators
  
  # Parse and validate in one pipeline
  result = (
      parsers.parse_int(user_input)
      .bind(validators.minimum(1))
      .bind(validators.maximum(65535))
  )
  
  match result:
      case Success(port): print(f"Using port {port}")
      case Failure(error): print(f"Invalid: {error}")
I built integrations for argparse, Click, and Typer so you can drop valid8r parsers directly into your existing CLIs without refactoring everything.

The interesting technical bit: it's 4-300x faster than Pydantic for simple parsing (ints, emails, UUIDs) because it doesn't build schemas or do runtime type checking. It just parses strings and returns Maybe[T]. For complex nested validation, Pydantic is still better. I benchmarked both and documented where each one wins.

I'm not trying to replace Pydantic. If you're building a FastAPI service, use Pydantic. But if you're building CLI tools or parsing network configs, Maybe monads compose really nicely and keep your code functional.

The docs are at https://valid8r.readthedocs.io/ and the benchmarks are in the repo. It's MIT licensed.

Would love feedback on the API design. Is the Maybe monad pattern too weird for Python, or does it make validation code cleaner?

---

Here are a few more examples showing different syntax options for the same port validation:

  from valid8r.core import parsers, validators

  # Option 1: Combine validators with & operator
  validator = validators.minimum(1) & validators.maximum(65535)
  result = parsers.parse_int(user_input).bind(validator)

  # Option 2: Use parse_int_with_validation (built-in)
  result = parsers.parse_int_with_validation(
      user_input,
      validators.minimum(1) & validators.maximum(65535)
  )

  # Option 3: Interactive prompting (keeps asking until valid)
  from valid8r.prompt import ask

  port = ask(
      "Enter port number (1-65535): ",
      parser=lambda s: parsers.parse_int(s).bind(
          validators.minimum(1) & validators.maximum(65535)
      )
  )
  # port is guaranteed valid here, no match needed

  # Option 4: Create a reusable parser function
  def parse_port(text):
      return parsers.parse_int(text).bind(
          validators.minimum(1) & validators.maximum(65535)
      )

  result = parse_port(user_input)
The & operator is probably the cleanest for combining validators. And the interactive prompt is nice because you don't need to match Success/Failure, it just keeps looping until the user gives you valid input.