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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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

The time Bluesky tried to kill my server

https://jola.dev/posts/the-time-bluesky-tried-to-kill-my-server
1•shintoist•1m ago•0 comments

Inference Proft Estimator

https://inferencex.semianalysis.com/profit-estimator
1•theanonymousone•2m ago•0 comments

For all the Spotify apps you'll never get to discover

https://www.reddit.com/r/truespotify/comments/1xapob8/for_all_the_spotify_apps_youll_never_get_to/
1•mikepapadim•2m ago•0 comments

Show HN: ModVet – vet your Claude Code mods before you install them

https://github.com/joergmichno/modvet
1•joergmichno•2m ago•0 comments

Show HN: Spryte – a 2D web renderer, 2–4× faster than the most popular one

https://debuff.jp/spryte/
1•gregjw•3m ago•0 comments

Show HN: Scrap, a free, open-source Markdown scratchpad for the Mac menu bar

https://github.com/Anubhavdxt/scrap
1•anubhavdxt•3m ago•0 comments

Dave Page: Pgbuild, and Knowing What Ships with PgAdmin

https://www.pgedge.com/blog/pgbuild-and-knowing-what-ships-with-pgadmin
1•hnp9j9qtda•3m ago•0 comments

Obsidian has been voted as the #1 knowledge management app (by 10 "leading" AIs)

https://vibevoted.com/s/knowledge-management-2026
1•stanislavb•7m ago•0 comments

Show HN: ReactGrind – LeetCode-style React challenges with in-browser tests

https://www.reactgrind.com/
1•mimexi4851•7m ago•0 comments

Stateful garbage collection: only process what changed

https://valk-lang.dev/blog/stateful-garbage-collection
1•ctxcode•8m ago•0 comments

Artificialliabilities.com

https://artificialliabilities.com
2•ndom91•8m ago•1 comments

AI debt worries spark surge in default insurance trading

https://www.ft.com/content/6dd31584-064c-4015-bf5d-e5747799ccd5
1•1vuio0pswjnm7•9m ago•1 comments

Principles to Lift the Academic Fog of War and Be More Realistic about Battle

https://nationalinterest.org/feature/four-principles-lift-academic-fog-war-more-realistic-battle
1•baud147258•10m ago•0 comments

Templates for Woven Christmas Hearts

https://juleflet.dk/en/
1•soegaard•11m ago•1 comments

Saudi Arabia Created the Yemen It Fears

https://nationalinterest.org/blog/middle-east-watch/how-saudi-arabia-created-the-yemen-it-fears
1•baud147258•11m ago•0 comments

The Diesel Weapon

https://edconway.substack.com/p/the-diesel-weapon
1•baud147258•12m ago•0 comments

Show HN: Photo Ferret – open-source photo album with creative filters

https://github.com/JonesSteven/photo-ferret
1•SteveVeilStream•16m ago•0 comments

The Remarkable Utility of Dataflow Computing (2020)

https://www.sigops.org/2020/the-remarkable-utility-of-dataflow-computing/
1•mpweiher•17m ago•0 comments

Trump Appointees Asked a Federal Cybersecurity Agency to Hack a Voting Machine

https://www.propublica.org/article/cisa-election-security-donald-trump
3•robtherobber•19m ago•0 comments

Zippy: The smallest power-autonomous bipedal robot(2025)

https://arxiv.org/abs/2505.05686
1•num42•23m ago•1 comments

Strip the Bloatware from Any Android TV or Google TV over Wi-Fi

https://github.com/Gathin23/cleanyourtv
1•andreicap•24m ago•0 comments

EverQR, dynamic QR codes with a written never-expire guarantee

https://everqr.darsena.app
1•paranojik•27m ago•0 comments

Show HN: Circix: Rewired – a Hashi-style circuit puzzle rebuilt in PixiJS

https://kinorogames.itch.io/circix-rewired
1•kinoro•27m ago•0 comments

Bill Gross's AI Tool Could Supercharge the Number of Startups

https://www.wsj.com/tech/ai/bill-grosss-ai-tool-could-supercharge-the-number-of-startups-27187080
2•thm•29m ago•0 comments

Sumi.css – Classless CSS Framework

https://vladocar.github.io/Sumi.css/docs.html
2•vladocar•30m ago•0 comments

ScientistTwo: Pioneering the Human Knowledge Frontier with Autonomous AI

https://arxiv.org/abs/2609.19644
3•Anon84•31m ago•0 comments

RWR: Onlooker Alert

https://github.com/revocx35/RWR
1•Gander5739•31m ago•0 comments

How to study a swiftly melting climate disaster

https://www.technologyreview.com/2026/10/20/1147135/how-to-study-a-swiftly-melting-climate-disaster/
1•joozio•33m ago•0 comments

DataChat – Free, zero-dependency Java tool ask questions with Claude/Offline AI

https://github.com/RDMachinery/DataChat
1•TheScoob•35m ago•0 comments

Show HN: Local embedding and ranking for tech feeds

https://github.com/DBvdHeijden/okaeri
4•dbvdh•40m ago•0 comments