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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Token Anxiety

https://writing.nikunjk.com/p/token-anxiety
1•colinprince•46s ago•0 comments

Searchable index to identify and select European digital services

https://eurotechguide.com/european-cloud-sovereignty-score-search/
1•doener•1m ago•0 comments

War Propaganda and Iran: Script Used for Every Failed US War Hauled Out Again

https://greenwald.substack.com/p/war-propaganda-and-iran-the-exact
4•treetalker•5m ago•0 comments

I Ported Coreboot to the ThinkPad X270

https://dork.dev/posts/2026-02-20-ported-coreboot/
1•todsacerdoti•10m ago•0 comments

The Chinese AI app sending Hollywood into a panic

https://www.bbc.com/news/articles/ckg1dl410q9o
3•billybuckwheat•10m ago•0 comments

Nepal's community forests sit on unsold timber

https://news.mongabay.com/2026/02/nepals-community-forests-sit-on-unsold-timber/
1•PaulHoule•11m ago•0 comments

Show HN: OpenChrome – Parallel Browser automation MCP server

https://github.com/shaun0927/openchrome
1•shaun0927•11m ago•1 comments

C Enum Sizes; Or, How MSVC Ignores the Standard Once Again

https://ettolrach.com/blog/c_enum_msvc.html
1•todsacerdoti•11m ago•0 comments

Fair Use Paradox: Training and Distillation

https://www.jasonwillems.com/ai/2025/12/04/LLM-fairuse-irony/
2•jayw_lead•13m ago•0 comments

The first cars bold enough to drive themselves

https://arstechnica.com/features/2026/02/the-first-cars-bold-enough-to-drive-themselves/
1•LorenDB•13m ago•0 comments

2024 Interview with Alan Kay

https://www.youtube.com/watch?v=Laqu_WEyajU
2•dharmatech•14m ago•0 comments

Private Equity's Dry Spell Worse Than 2008 Crisis, Bain Says

https://www.bloomberg.com/news/articles/2026-02-23/private-equity-s-dry-spell-now-worse-than-2008...
1•toomuchtodo•14m ago•1 comments

Singing the Rug: Patterned Textile, the Origins of Indo-European Metrical Poetry

https://www.academia.edu/12830757/Singing_the_Rug_Patterned_Textiles_and_the_Origins_of_Indo_Euro...
1•jacquesm•17m ago•0 comments

I have tested an All European Mobile Suite for you

https://old.reddit.com/r/BuyFromEU/comments/1rcqc14/i_have_tested_a_all_european_mobile_suite_for...
1•doener•18m ago•0 comments

Safeclaw non generative AI introduces Safe GEN AI blogging

https://github.com/princezuda/safeInclaw
1•thesafeclaw•18m ago•1 comments

Discworld (Video Game)

https://en.wikipedia.org/wiki/Discworld_(video_game)
1•doener•20m ago•0 comments

Show HN: GuardLink – A threat model that lives in your source code

https://github.com/Bugb-Technologies/guardlink
1•animesh93•20m ago•1 comments

Bareclaw: Claude Code Is All You Need

https://elliotbonneville.com/claude-code-is-all-you-need/
1•elliotbnvl•23m ago•0 comments

It's Official: The Cybertruck Is More Explosive Than the Ford Pinto

https://fuelarc.com/news-and-features/its-official-the-cybertruck-is-more-explosive-than-the-ford...
1•ceejayoz•23m ago•1 comments

Show HN: Framework that interprets YAML+Lua into native SwiftUI and Jetpack Comp

https://github.com/josejuanqm/melody
2•josejuanqm•24m ago•1 comments

Show HN: A DeFi data API where AI agents pay per call via HTTP 402 micropayments

https://x402-api.fly.dev
1•fernsugi•24m ago•0 comments

Volvo issues major recall affecting over 40k electric SUVs

https://electrek.co/2026/02/23/volvo-issues-major-recall-affecting-over-40000-electric-suvs/
2•Bender•24m ago•1 comments

Texas is about to overtake California in battery storage

https://electrek.co/2026/02/23/texas-is-about-to-overtake-california-in-battery-storage/
1•Bender•24m ago•1 comments

MemoTrail v0.3.0 – Persistent memory for AI coding assistants (now with Cursor)

https://github.com/HalilHopa-Datatent/memotrail
2•halilhp•26m ago•1 comments

Canada probes OpenAI for not alerting police after school shooter account ban

https://www.theguardian.com/world/2026/feb/23/openai-tumber-ridge-shooter-account-suspended
5•devonnull•28m ago•1 comments

Ask HN: What is up with all the glitchy and off-topic comments?

2•marginalia_nu•28m ago•1 comments

Data center builders thought farmers would willingly sell land, learn otherwise

https://arstechnica.com/tech-policy/2026/02/im-not-for-sale-farmers-refuse-to-take-millions-in-da...
4•Bender•29m ago•0 comments

NZ health app breach: Alive patients marked dead, names changed to Charlie Kirk

https://www.stuff.co.nz/nz-news/360942689/major-nz-health-app-breach-alive-patients-marked-deceas...
10•beatthatflight•30m ago•0 comments

What's so hard about continuous learning?

https://www.seangoedecke.com/continuous-learning/
1•gfysfm•30m ago•0 comments

Fears of polio resurgence as US vaccine adviser queries need for childhood shots

https://www.theguardian.com/us-news/2026/feb/23/polio-vaccines-us
3•cdrnsf•30m ago•0 comments