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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

Built an open-source local firewall for AI coding agents

1•ashishp15•1m ago•0 comments

NPM-Scan v1.4.1: Detecting IronWorm, Miasma Escalated, and Dependency Confusion

https://www.npmjs.com/package/@lateos/npm-scan
1•lateos-ai•7m ago•0 comments

Queues Don't Fix Overload (2014)

https://ferd.ca/queues-don-t-fix-overload.html
1•locknitpicker•10m ago•0 comments

Universal XSS in Firefox Focus for iOS

https://github.com/v12-security/pocs/tree/main/firefox
1•ledoge•12m ago•0 comments

Organizations Drift into Politics: A Follow-up to Game Theory Patterns at Work

https://daeus.blog/2026/06/08/how-organizations-drift-into-politics/
2•kurinikku•14m ago•0 comments

Gordon S. Wood dies at 92 after being hit by a car

https://www.nytimes.com/2026/06/08/books/gordon-s-wood-dead.html
4•2510c39011c5•14m ago•1 comments

Porting the ThinkPad X61 to Coreboot

https://blog.aheymans.xyz/post/thinkpad_x61/
3•walterbell•14m ago•0 comments

I built a projection mapping of the planes flying over my house

https://old.reddit.com/r/ClaudeCode/comments/1tva44g/i_live_by_sfo_and_built_a_projection_mapping...
2•stefap2•15m ago•0 comments

Apple Announces macOS 27 'Golden Gate', Drops Support for Intel Macs

https://appleinsider.com/articles/26/06/08/macos-27-golden-gate-delivers-more-liquid-glass-and-up...
3•m463•21m ago•0 comments

USS Liberty III

https://grokipedia.com/page/uss_liberty_iii
2•__patchbit__•24m ago•0 comments

SpaceX Technical Update Discussion

https://twitter.com/SpaceX/status/2064099405758906727
2•__patchbit__•26m ago•0 comments

World Cup 2026 predictor with FIFA's full Annex C bracket logic

https://mundialist.com
3•rmtzp•28m ago•0 comments

Software Is Eating the World (But This Time)

https://twitter.com/siddharthvader_/status/2049161016156762441
2•SiqingYu•28m ago•0 comments

Claude Fable 5

https://www.anthropic.com/news/claude-fable-5-mythos-5
13•tokengod•34m ago•4 comments

Hello muy name Is art

https://blog.cloudflare.com/es-es/welcome-to-connectivity-cloud/
2•the-art•39m ago•1 comments

OOBdump: Relocation Oriented Programming: Arbitrary code execution in objdump -g

https://blog.calif.io/p/oobdump-relocation-oriented-programming
3•matt_d•40m ago•0 comments

Flat Datacenter Networks at Scale

https://perspectives.mvdirona.com/2026/06/flat-datacenter-networks-at-scale/
5•tanelpoder•41m ago•0 comments

Show HN: Ollama Dash – autoupdating dashboard for Ollama Models

https://ollamadash.up.railway.app/
2•rcanand2025•45m ago•0 comments

Show HN: fontliberator: Automatic font clean-room reimplementor

https://github.com/robinpie/fontliberator/
3•robinpie•55m ago•0 comments

Show HN: CodexL – All-in-one launcher for Codex

https://github.com/musistudio/CodexL
2•musistudio•1h ago•0 comments

Job: Head of Stonehenge

https://www.english-heritage.org.uk/about/our-people/careers-with-us/job-search/default-job-page/...
53•mooreds•1h ago•24 comments

The hottest job this summer is European ambassador for ranch dressing

https://www.msn.com/en-us/money/companies/the-hottest-job-this-summer-is-european-ambassador-for-...
2•mooreds•1h ago•0 comments

Insider-signal – open-source CLI STOCKS,Congress

https://github.com/karanhumber007-ctrl/insider-signal
2•karansidhu007•1h ago•0 comments

How Costco sells such cheap gas

https://www.cnn.com/2026/05/31/business/costco-cheap-gas
4•mooreds•1h ago•0 comments

An industry is being propped up by math that is insane

https://garymarcus.substack.com/p/an-entire-industry-is-being-propped
5•swolpers•1h ago•1 comments

US Military Personnel in Israel Found Secret Spyware on Their Phones

https://www.ibtimes.co.uk/us-raises-espionage-threat-level-israel-surveillance-allegations-1801334
4•Teever•1h ago•0 comments

StumbleTV: Omegle/ChatRoulette but for accidentally exposed webcams

https://stumbletv.alec.is/c/943df1a2342b6bd5
4•jumploops•1h ago•1 comments

Ask HN: I see AI valuation coming down as soon as next year. What do you think?

2•akmittal•1h ago•0 comments

Crowdsourced AI and= Knostic

https://blog.virustotal.com/2026/06/crowdsourced-ai-knostic.html
2•jruohonen•1h ago•0 comments

Microsoft says it will not pursue security researchers after zero-day backlash

https://therecord.media/microsoft-says-it-will-not-pursue-security-researchers-disclosure
6•nryoo•1h ago•1 comments