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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

Ask HN: Why can't Google create monopolies anymore?

1•BeForce•52s ago•0 comments

Software Skill Space

https://vis.csh.ac.at/software-skill-space/
1•gmays•1m ago•0 comments

DNS Bypass Tweets Keep Uptobox Employee's €197K Frozen in Disney Piracy Case

https://torrentfreak.com/dns-bypass-tweets-keep-uptobox-employees-e197k-frozen-in-disney-piracy-c...
1•gslin•3m ago•0 comments

Show HN: Stream Android Emulators to a Browser Window

https://github.com/hsandhu/serve-avd
1•rsandhu•3m ago•0 comments

Show HN: NextBest – See what skincare people recommend

https://www.nextbest.one
1•kalila855•4m ago•0 comments

Build a website for AI pics for dating apps in 20 hours, launched ads, failed

1•MaximTsyg•5m ago•0 comments

Who Uses ChatGPT Matters

https://www.marginpoints.com/issues/2026-07-21-openai-s-advertising-audience
1•historian1066•5m ago•0 comments

Just Say the Word

https://newsroom.spotify.com/2026-07-14/talk-to-spotify-announcement-beta/
1•yruzin•6m ago•0 comments

Most of your Hacker News karma comes from comment scores only you can see

https://blog.nathanlangley.dev/posts/hn-hidden-score.html
1•ninjahawk1•7m ago•0 comments

Boox Go 10.3 (gen II) Lumi: First impressions

https://manualdousuario.net/en/boox-go-10-3-lumi-first-impressions/
4•rpgbr•8m ago•0 comments

Why not just publish the votes?

https://sweatofthebrow.blogspot.com/2026/07/why-not-just-publish-votes.html
4•whall6•10m ago•0 comments

Alphabet hikes 2026 capex spend to $195B-$205B

https://www.cnbc.com/2026/07/22/google-earnings-q2-goog-live-updates.html
2•mfiguiere•14m ago•1 comments

Cursor, Codex, Gemini CLI, Antigravity hit by sandbox escapes

https://www.bleepingcomputer.com/news/security/cursor-codex-gemini-cli-antigravity-hit-by-sandbox...
2•PhilippGille•15m ago•0 comments

Capra, Cribl's Design System

https://cribl.io/blog/introducing-capra-cribls-design-system/
2•ilreb•15m ago•0 comments

Star Axis

https://en.wikipedia.org/wiki/Star_Axis
2•Thevet•18m ago•0 comments

Malleable Computing, Emacs, and You

http://yummymelon.com/devnull/malleable-computing-emacs-and-you.html
10•kickingvegas•19m ago•0 comments

Show HN: What's one random memory from your childhood that you'll never forget?

https://mil.now
2•untitled-now•21m ago•0 comments

OAuth DPoP

https://fusionauth.io/docs/lifecycle/authenticate-users/oauth/dpop
2•mooreds•21m ago•0 comments

SIMD for Collision

https://box2d.org/posts/2026/07/simd-for-collision/
2•birdculture•24m ago•0 comments

Q2 2026 earnings call: Remarks from Alphabet CEO

https://blog.google/company-news/inside-google/message-ceo/alphabet-earnings-q2-2026/
4•ilreb•25m ago•1 comments

OpenAI Model Hacks into HuggingFace During Cybersecurity Evaluation

https://thezvi.substack.com/p/openai-model-hacks-into-huggingface
3•nedruod•25m ago•0 comments

Show HN: I brute-forced a wooden Antikythera-style puzzle in Rust

https://github.com/garyhtou/grecian-computer
2•garyhtou•26m ago•0 comments

Drawn Apart: Remote GPU Fingerprinting

https://orenlab.cis.bgu.ac.il/p/DrawnApart-TOPS
2•matt_d•27m ago•0 comments

Google beats quarterly revenue expectations off of enterprise AI surge

https://www.reuters.com/business/google-quarterly-cloud-revenue-growth-beats-expectations-2026-07...
2•kaycebasques•27m ago•2 comments

Show HN: Autograd-Free LLM Guiding with 0MB VRAM (Alternative Pathways)

https://github.com/PJHkorea/Continuous_Wave_Field_LLM_Brain
2•PJHkorea•29m ago•1 comments

Obliterate, Don't Automate

https://blog.usv.com/obliterate
2•wslh•29m ago•0 comments

From knowledge-based inference to presence-based verification

https://discuss.huggingface.co/t/if-unsure-ask-never-guess-ai-agent-pre-execution-checklist/176632
2•offaxis•30m ago•0 comments

Show HN: Focus on approving agent actions and managing team MCP access

https://gettrustloop.app
2•ducnguyen67201•30m ago•0 comments

Alphabet Quadruples Profit to Nearly $120B, Fueled by A.I. Investments

https://www.nytimes.com/2026/07/22/technology/alphabet-google-earnings-profit.html
2•xnx•33m ago•1 comments

Safari Technology Preview 248 Released

https://webkit.org/blog/18162/release-notes-for-safari-technology-preview-248/
19•Erenay09•34m ago•1 comments