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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

2G to 5G Evolution

https://vadiml1024.github.io/mobile-evolution/
1•vadiml•1m ago•1 comments

UnifiWorkspace – A side-by-side multi-pane workspace for Chrome

https://chromewebstore.google.com/detail/unifiworkspace/ddelhgpeajillpfoogmbloailpommepi
1•jorelnueva•2m ago•0 comments

Opus 5.5 Built Seven Adobe Clones in Rust

https://www.orcarouter.ai/blog/artcraft-opus-5-5-seven-adobe-clones-in-rust
1•pelagicAustral•5m ago•0 comments

Show HN: Daisy – Local-first meeting recorder for Mac with an MCP server

https://github.com/ca33u/daisy-app
1•ca33u•7m ago•0 comments

Ask HN: Anyone did workshops for students on using agents/Claude Code?

1•kolinko•8m ago•0 comments

Open Source Project:Run many coding agents at once, with a gate in front of prod

https://github.com/NicholasFlemmer/styx-app
1•nicflemmer•10m ago•0 comments

Fervo Energy: Big Tech's Clean Energy Bet Is Unraveling

https://www.morpheus-research.com/fervo/
1•mempirate•11m ago•0 comments

AlphaSteel ReviEwS (2026): We Tried It My Honest Review

https://script.google.com/macros/s/AKfycbzeHJ41bEHs5o2zIQHi8wt4hi9K2Itk6VrzOGrUGlFQaqPrNVgs_e6YyC...
1•ralugatk•16m ago•0 comments

Latent space bias directions in LLMs capture confidence, not fairness

https://arxiv.org/abs/2610.08559
1•sbulaev•18m ago•0 comments

Silicon Valley thinks AI will kill jobs. Economists are not convinced

https://www.ft.com/content/8f783c04-5fc5-43d4-bab2-495ac31806c6
1•1vuio0pswjnm7•19m ago•0 comments

Forever Junior: The Skills AI Can't Develop for You

https://tech.criteo.com/blog/human-skills-ai-cant-develop-junior-engineers/
1•brugidou•25m ago•0 comments

Books of the Times; Hackers as Heroes (1999)

https://archive.nytimes.com/www.nytimes.com/books/99/01/03/specials/levy-hackers.html
2•so-cal-schemer•35m ago•1 comments

Are CAPTCHAs Still Bot-Hard?

https://halligan.pages.dev/
4•vednig•36m ago•0 comments

pg_plan_filter 1.0.0 Released

https://www.postgresql.org/about/news/pg_plan_filter-100-released-3352/
1•ear7h•41m ago•0 comments

High Interest Rates Aren't Slowing AI Boom

https://www.nytimes.com/2026/10/05/business/ai-boom-interest-rates-fed.html
2•Ambolia•42m ago•1 comments

Show HN: GitHub Action to check AI-written code changes no files, without review

https://github.com/yuyuyuyuyu-dev/assert-no-unexpected-changes
1•yuyuyuyuyu-dev•43m ago•0 comments

Twenty-two pending curl vulnerabilities

https://daniel.haxx.se/blog/2026/10/07/twenty-two-pending-curl-vulnerabilities/
3•mfrw•46m ago•1 comments

HN has lost the joy for me

5•trencedamp•52m ago•0 comments

Show HN: Neptune, a free and open-source terminal built in Rust

https://github.com/zevem/neptune
2•gabo2006•53m ago•1 comments

Longest traffic jam (number of vehicles): Berlin 1990

https://www.guinnessworldrecords.com/world-records/461618-longest-traffic-jam-number-of-vehicles
3•rguiscard•54m ago•0 comments

Stack Overflow Developer Survey – Number of HN Comments by Year (Last 8 Years)

https://i.imgur.com/wN2XVEE.png
2•nomilk•1h ago•0 comments

The Fever Has Broken – Why "Chinamaxxing" Matters

https://www.sinicapodcast.com/p/the-fever-broken-for-now
1•verdverm•1h ago•0 comments

Licensing costs driving 90 percent of VMware users to explore options: Survey

https://arstechnica.com/information-technology/2026/10/operational-complexity-a-top-barrier-for-v...
2•joozio•1h ago•0 comments

Vanishing Crossword

https://wordmaze.dev/
2•sidPhoenix17•1h ago•0 comments

Software developers are not okay

https://www.baldurbjarnason.com/2026/05-software-developers-are-not-okay/
4•equalsione•1h ago•0 comments

What's missing from the lethal injection conversation

https://www.npr.org/2026/10/07/nx-s1-5991797/christa-pike-execution-injection-alive-dead
2•theanonymousone•1h ago•0 comments

I'm starting a company that uses no AI, A letter from San Francisco, October '26

https://no-ai-tau.vercel.app/
2•normanvalentine•1h ago•0 comments

CVE-2026-63277 – LibreOffice Remote Code Execution

https://github.com/advisories/GHSA-5JX8-5G92-5W59
1•mritzmann•1h ago•0 comments

DBX: Database Manager

https://dbxio.com/en
1•thunderbong•1h ago•0 comments

LGTM: A parody of modern AI adoption in the tech industry [video]

https://www.youtube.com/watch?v=3TNpOD6bov8
6•alexeyza•1h ago•1 comments