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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

Changing Devtools Is Cheap. Owning Them Isn't

https://lalitm.com/post/changing-devtools-is-cheap-owning-them-isnt/
1•lalitmaganti•1m ago•0 comments

SHOW HN: tips Easy to Understand Manual. Better than tealdeer

https://github.com/derusbel/homebrew-tips
1•derusbel•7m ago•0 comments

Who Comments on Rules That Change?

https://frtracker.app/blog/who-comments-on-rules-that-change
1•tldrthelaw•13m ago•0 comments

Reddit Will Be Added to the S&P 500

https://redditinc.com/news/reddit-will-be-added-to-the-s-p-500
1•soheilpro•18m ago•2 comments

Banquish: Take other websites apart and build your own

https://banquish.space
1•ghboo0927•20m ago•0 comments

AQR Website Respect Users

1•sideras56•22m ago•0 comments

The Math Superstar Who's Terrified of AI–and Just Took a Job at OpenAI

https://www.wsj.com/tech/ai/openai-jacob-tsimerman-fields-medal-ai-safety-391d0f79
3•gmays•24m ago•0 comments

Agentrove: Self-hosted AI workspace for orchestrating coding agents

https://github.com/Mng-dev-ai/agentrove
1•indigodaddy•26m ago•0 comments

Show HN: Client-side audit of wasted Stripe payment retries

https://recoverflow.org/tools/retry-waste-calculator/
1•BruceM2007•27m ago•0 comments

The programming language speed balls, but for inference (tokens per second)

https://kylejeong.com/inference-balls
1•Kylejeong21•29m ago•0 comments

Show HN: Run Log – drop a FIT or GPX file and read what happened on your run

https://runlogapp.com/
1•wally2026•34m ago•1 comments

OpenAI Computer History remembers your activity across the apps and websites

https://twitter.com/OpenAI/status/2087996496088297746
1•acheong08•34m ago•0 comments

When OpenAI employees have a problem, they email this special address

https://fortune.com/2026/08/11/openai-employees-email-friction-address-to-eliminate-bureaucratic-...
2•mji•35m ago•0 comments

Show HN: Inplan – Before Start Coding

https://github.com/melly-lgtm/inplan
1•diane-cis•36m ago•1 comments

The Mystery of Dark Oxygen

https://www.newyorker.com/science/elements/the-mystery-of-dark-oxygen
2•petethomas•36m ago•0 comments

TOSTracker – The Terms Have Changed

https://tostracker.app/briefing
2•tldrthelaw•40m ago•0 comments

Minutes of drawing can reset your nervous system

https://www.washingtonpost.com/wellness/2026/08/13/how-10-minutes-drawing-can-reset-your-nervous-...
3•malloci•43m ago•0 comments

Foothills of the Bay Area house party

https://www.astralcodexten.com/p/the-foothills-of-bay-area-house-party
3•MattSayar•44m ago•0 comments

Sailor went overboard on USS Lincoln; report of worsening mental health for crew

https://www.cnn.com/2026/08/13/politics/uss-abraham-lincoln-conditions-extended-deployment-hnk
3•1659447091•50m ago•0 comments

Show HN: Minesweeper with flowers game you can fork

https://forkcade.com/gallery/minesweeper-flowers
1•jonaldomo•50m ago•0 comments

Bluesky Protocol Services

https://atproto.com/blog/introducing-bluesky-protocol-services
41•danabramov•51m ago•3 comments

Glass Is Glass [video]

https://www.youtube.com/watch?v=7YrdI7h2XoY
1•ValentineC•51m ago•0 comments

SparrowMap – Cameras that watch government vehicles

https://sparrowmap.com/
10•paulnpace•55m ago•1 comments

How Obama's BlackBerry got secured (2023)

https://www.electrospaces.net/2013/04/how-obamas-blackberry-got-secured.html
6•downbad_•55m ago•0 comments

Possession, poem by Jo McCormick (Compaq tech demo circa 1982) [video]

https://www.youtube.com/watch?v=cTg1Smo5CFk
1•joeycastillo•58m ago•0 comments

GitHub adds an ROI section to the Copilot impact dashboard

https://github.blog/changelog/2026-08-07-copilot-impact-dashboard-adds-a-return-on-investment-sec...
2•jamesfinlayson•58m ago•0 comments

Kennedy Center Board Decides to Inscribe Trump's Name on Building

https://www.nytimes.com/2026/08/13/arts/design/kennedy-center-closure-board-vote-trump.html
4•2OEH8eoCRo0•58m ago•0 comments

How Can LLM RL Work Despite Information-Theoretic Inefficiency

https://www.beren.io/2026-07-26-How-Can-LLM-RL-Work-Despite-Information-Theoretic-Inefficiency/
2•jxmorris12•58m ago•0 comments

Show HN: Auto-train the harness, not the LLM. cross-model, cross-benchmark gains

https://github.com/workofart/harness-training
4•megadragon9•59m ago•0 comments

TRS-80 Color Computer Extended Basic Emulator in JavaScript

https://github.com/bshichman/trs80-coco-basic
2•codazoda•1h ago•0 comments