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The fashion industry that is tech

https://www.baldurbjarnason.com/2025/the-fashion-that-is-tech/
1•random_duck•1m ago•0 comments

Adsly – a marketplace for direct sponsorships and partnerships

https://adsly.io
1•ksl_dev•3m ago•1 comments

Can you legally defend yourself against an attacking police officer? (2017)

https://law.stackexchange.com/questions/16695/can-you-legally-defend-yourself-against-an-attackin...
2•zahlman•3m ago•0 comments

Keifu – A TUI for navigating commit graphs with color and clarity

https://github.com/trasta298/keifu
1•indigodaddy•4m ago•0 comments

Satellogic to Deliver Two Mark V High-Resolution Satellites

https://investors.satellogic.com/news-releases/news-release-details/satellogic-signs-18mm-usd-agr...
1•wslh•6m ago•0 comments

Acetaminophen during pregnancy does not increase risk of autism, ADHD or IDs

https://medicalxpress.com/news/2026-01-acetaminophen-pregnancy-autism-adhd-intellectual.html
1•bikenaga•7m ago•0 comments

The One Trick to 10x Your Database Performance [video]

https://www.youtube.com/watch?v=934J1v_B238
1•p0u4a•16m ago•0 comments

LLMs Are Lagging Indicators

https://hollisrobbinsanecdotal.substack.com/p/llms-are-lagging-indicators
1•HR01•18m ago•0 comments

Show HN: Claude-Config – Dotfiles for Claude Code

https://github.com/sumchattering/claude-config
1•sumeruchat•28m ago•0 comments

Show HN: WPTR – We built an automated audit lab for Headless WordPress

https://www.wptr.net
1•gezginweb•28m ago•0 comments

Show HN: Commander AI – Mac UI for Claude Code

https://commanderai.app/
1•krzyzanowskim•28m ago•0 comments

Structural Stability and Morphogenesis: An Outline of a General Theory of Models [pdf]

https://uberty.org/wp-content/uploads/2015/12/Thom-Structural-Stability-and-Morphogenesis.compres...
1•foster_nyman•30m ago•1 comments

Bank opacity and deposit rates

https://www.nber.org/papers/w34618
2•hhs•32m ago•0 comments

Bazalgette Embakment

https://diamondgeezer.blogspot.com/2026/01/bazalgette-embakment.html
1•zeristor•33m ago•0 comments

The past, present and future of LLM coding

https://www.hermandaniel.com/blog/20260116-my-take-on-LLM-coding/
2•kekqqq•34m ago•1 comments

HTTP Instagram.com Japouni_02

1•chahinee•34m ago•0 comments

Show HN: Super AI Markets – Testing Ground for AI Shopping Agent Security

https://superaimarkets.com/
1•jmchugh9•37m ago•0 comments

Why Americans Can't Buy the Best Electric Car

https://www.nytimes.com/2025/07/08/opinion/byd-china-car-ev.html
5•zzzeek•38m ago•2 comments

How Nature Works: The Science of Self-Organized Criticality [pdf]

https://neurocurso.wordpress.com/wp-content/uploads/2016/05/per-bak_how-nature-works_-the-science...
1•foster_nyman•39m ago•0 comments

Langauge Modeling, Part 3: Vanilla RNNs

https://connorjdavis.substack.com/p/language-modeling-part-3-vanilla
1•cjamsonhn•43m ago•0 comments

Simulario – A physics simulation based game

https://x.com/ZoldenGames
2•LordSeptum•48m ago•0 comments

Why 'basic science' is the foundation of innovation

https://news.berkeley.edu/2026/01/15/from-quantum-theory-to-the-modern-laser-why-basic-science-is...
1•hhs•48m ago•0 comments

Engine-Bench: Benchmarking Coding Agents on TCG Game Engine Tasks

https://github.com/JoshuaPurtell/engine-bench
1•JoshPurtell•50m ago•0 comments

FLUX.2 [Klein]: Towards Interactive Visual Intelligence

https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence
2•GaggiX•50m ago•0 comments

Caliper: Right-size your CI runners

https://www.attune.inc/blog/caliper
1•greenRust•50m ago•0 comments

Babyfiend.net

https://babyfiend.net/
1•martialg•53m ago•0 comments

Why So Many Journalists Fear to Look Within

https://matthewgreenglobal.substack.com/p/transforming-global-media-james-scurry
2•rendx•54m ago•0 comments

Iran restores sending and receiving SMS

https://www.iranintl.com/en/202601163057
2•ukblewis•55m ago•1 comments

Mysterious 'iron bar' discovery in space may reveal Earth's future

https://www.bbc.com/news/articles/ckgxlvv0wdko
3•mooreds•57m ago•0 comments

Ask HN: OfficeHours and AlphaSense Spam

1•holografix•57m ago•0 comments
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