frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•8mo ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•8mo ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions

Bayes theorem and how we talk about medical tests

https://ntietz.com/blog/bayes-theorem-medical-tests/
1•lwhsiao•7m ago•0 comments

Show HN: AI Prompt Generator, Optimizer and Manager

https://promtist.ai/
1•rosenx•9m ago•0 comments

Have your computer work for you

https://www.eomag.io/
1•Nadav--Shanun•10m ago•0 comments

Woodshed: Create, run, rate, and iterate on your Claude Skills

https://tangled.org/danabra.mov/woodshed
1•danabramov•11m ago•1 comments

Compare LLM Responses with OverallGPT

https://overallgpt.com/about
1•walterbell•16m ago•0 comments

The secretive powerbroker with a tight grip on corporate Spain

https://www.ft.com/content/708bbf41-a174-4c04-b96d-c6cfeca2a805
1•petethomas•20m ago•0 comments

Timelang: Natural Language Time Parser

https://timelang.dev/
1•kamranahmedse•23m ago•1 comments

Young Men Are Lost. A New Book Can Guide the Way

https://www.bloomberg.com/news/articles/2026-01-12/day-trader-memoir-generation-desperation-a-fra...
3•petethomas•26m ago•0 comments

Trump Touts New Microsoft Data-Center Pledges After Local Backlash

https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-01-12-2026/card/trump-touts...
3•nycdatasci•26m ago•0 comments

Show HN: ProofLoop – Autonomous long-running agents with verifiable completion

https://github.com/exiw-ai/proofloop
1•egordev•30m ago•0 comments

Show HN: I made a $25 lifetime Screen Studio alternative

https://debut.sh/
1•ben_hrris•34m ago•0 comments

Are Atomic Operations Better Than a Mutex? It Depends

https://madflojo.dev/posts/are-atomic-operations-faster-than-a-mutex/
2•madflojo•36m ago•0 comments

They Write the Right Stuff

https://www.fastcompany.com/28121/they-write-right-stuff
1•robbs•40m ago•1 comments

A rare interview with the elusive Agatha Christie

https://www.bbc.com/culture/article/20260109-a-rare-interview-with-the-elusive-agatha-christie
1•1659447091•42m ago•0 comments

Be Wary of Digital Deskilling

https://calnewport.com/be-wary-of-digital-deskilling/
3•monobot12•42m ago•0 comments

Show HN: Yoth-yoth – your all-in-one workspace

https://yoth-yoth.com/hello
2•volokh•47m ago•0 comments

Data is not available upon request

https://osf.io/preprints/psyarxiv/jbu9r_v3
2•sien•49m ago•0 comments

I Graduated from Survival Mode

https://www.fieldnotes.nautilus.quest/p/i-graduated-from-survival-mode
1•zeldapoem•50m ago•0 comments

The Pentagon used a secret aircraft painted to look like a civilian plane

https://www.nytimes.com/2026/01/12/us/politics/us-boat-attacks-law.html
2•perihelions•51m ago•2 comments

Verizon to stop automatic unlocking of phones as FCC ends 60-day unlock rule

https://arstechnica.com/tech-policy/2026/01/fcc-lets-verizon-lock-phones-for-longer-making-it-har...
4•DefineOutside•57m ago•0 comments

A 'Holy Grail' Sleep Apnea Pill Could Be on the Market Next Year

https://www.forbes.com/sites/amyfeldman/2026/01/12/a-holy-grail-sleep-apnea-pill-could-be-on-the-...
5•cebert•57m ago•2 comments

Great code doesn't matter if you can't sell it

https://platformtoolsmith.com/blog/senior-engineer-part-3/
2•sharp-dev•57m ago•1 comments

FCC revises Verizon phone unlocking rules after significant fraud issues

https://www.reuters.com/business/media-telecom/fcc-revises-verizon-phone-unlocking-rules-after-si...
2•petethomas•57m ago•0 comments

Canada's Scaling Problem Isn't Compute, It's Coastlines

https://zeitgeistml.substack.com/p/canadas-scaling-problem-isnt-compute
2•sjosh003•58m ago•0 comments

Show HN: Minimal type-safe language for software architecture

https://github.com/tesserato/Tect
2•tesserato•58m ago•0 comments

Bug 55867 – Doesn't know how to tag XI_TRACKBALL

https://bugs.freedesktop.org/show_bug.cgi?__goaway_challenge=meta-refresh&__goaway_id=bdd4239d39d...
1•rballpug•1h ago•3 comments

From Starbase: Pete Hegseth on Defense Innovation Reform [video]

https://www.youtube.com/watch?v=MlRm9tCT0Ug
2•0xWTF•1h ago•2 comments

Meta shakes up its review system with 'stronger rewards for top performers'

https://www.businessinsider.com/meta-performance-review-system-stronger-rewards-top-performers-20...
4•ryandrake•1h ago•0 comments

Paramount Wants Warner to Show Its Work

https://www.bloomberg.com/opinion/newsletters/2026-01-12/paramount-wants-to-warner-to-show-its-work
1•feross•1h ago•0 comments

Turning Agents into Learning Machines

https://twitter.com/ashpreetbedi/status/2010781132418064750
1•bedify•1h ago•0 comments