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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

In Google, 30k computer scientists search a single software engineer

https://softwareengineeringexperiences.quora.com/Should-we-call-developers-working-at-FAANG-compa...
1•USTECH_WORKER•41s ago•0 comments

Ohio Assembly members propose bill to regulate data center development

https://ohiocapitaljournal.com/2026/08/06/ohio-general-assembly-members-propose-sweeping-bill-to-...
1•mapping365•1m ago•0 comments

AI Agents Think and Act: ReAct in 2 Minutes

https://vinithavn.substack.com/p/how-ai-agents-think-and-act-react
1•vinithavn01•1m ago•0 comments

Git Explain TUI – Explore Commits and Chat with Diffs

https://mmcs-work.github.io/git-explain-tui/
1•nemo_captain•1m ago•0 comments

Grand Theft Auto VI: An Extended Look Coming August 27

https://www.netflix.com/title/83035795
1•amichail•2m ago•0 comments

American farmers slid solar panels over 62,000 acres of farmland

https://energiesmedia.com/solar-panels-farmland-crops-agrivoltaics/
1•speckx•2m ago•0 comments

Open-source agentic satellite anomaly detector with calibrated confidence

https://github.com/adoviguerav/esa-adb-trustworthy-agent
1•adoviguera•2m ago•0 comments

Show HN: React Candlesticks – JSX composable Canvas charts for financial UIs

https://reactcandlesticks.com/demo/
1•jjjww•3m ago•0 comments

Show HN: Line9 - a Mermaid rendering engine with its own layout

https://line9.ai/diagram
1•jumpalongjim•3m ago•0 comments

A Portland Company Can Put Your Favorite Mixtape on Vinyl

https://www.wweek.com/culture/2026/05/05/a-portland-company-can-put-your-favorite-mixtape-on-vinyl/
1•voxadam•4m ago•0 comments

Drift, your new favorite Git Diff tool

https://github.com/aymanbagabas/drift
1•aymanbagabas•4m ago•0 comments

Why good developers should avoid working for Google

https://www.quora.com/What-are-the-disadvantages-of-working-at-Google/answer/Rob-Menke?ch=15&oid=...
1•USTECH_WORKER•5m ago•0 comments

Show HN: Fursa, a live job index built from company career pages

https://fursa.io/search
1•kartikrajrewar•5m ago•0 comments

Show HN: FormLab, a no-signup formulation lab notebook in the browser

https://lab.formvix.com/
1•juliu1980•6m ago•0 comments

Show HN: Science for Kids

https://science.ocaho.com/
1•rahimnathwani•6m ago•0 comments

AI generated over 95% of China's new microdramas in Q1 2026

https://www.channelnewsasia.com/east-asia/ai-microdrama-china-film-industry-actors-jobs-6229191
4•qikouki•7m ago•0 comments

Faster floating point math with Rust's new API

https://pythonspeed.com/articles/faster-float-math-rust/
2•subset•8m ago•0 comments

What the Bubble Got Right (2004)

https://paulgraham.com/bubble.html
1•simonpure•11m ago•0 comments

DeepSeek-V4-Flash-0731-Latent-Reasoning. A model thinking in latent space

https://blog.n.ichol.ai/packaging-latent-reasoning-as-a-real-model
1•nmitchko•12m ago•1 comments

The "design engineer" role should go beyond front-end

https://josefrichter.design/blog/design-engineer-password-input-validation
1•josefrichter•12m ago•0 comments

US beef prices have soared but farmers aren't making more money

https://www.bbc.com/news/articles/cdrv0k0j662o
2•tartoran•13m ago•0 comments

Ask HN: Why don't we grade AI agents like hadith scholars graded narrators?

1•alizahidraja•14m ago•0 comments

Show HN: Islandr – WireGuard peers, users and group ACLs in one binary

https://github.com/chriscohnen/islandr
1•chriscohnen•14m ago•0 comments

Show HN: OptiPipe: rule-based config advisor for dbt pipelines

https://opti-pipe.onrender.com/
1•dorfarber•15m ago•0 comments

Cyclospora outbreak follows years-long pattern of Taylor Farms deflecting blame

https://www.cnn.com/2026/08/06/us/taylor-farms-cyclospora-ecoli-outbreaks-invs
1•randycupertino•15m ago•1 comments

The Wisdom of Crowds in Markets

https://www.morganstanley.com/content/dam/im/assets/publication/thought-leadership/consilient-obs...
1•gmays•17m ago•1 comments

Niven's Laws

https://en.wikipedia.org/wiki/Niven%27s_laws
3•1970-01-01•18m ago•0 comments

Microsoft's AI Sales Mostly Come from OpenAI, Disclosures Show

https://finance.yahoo.com/technology/ai/articles/microsoft-ai-sales-mostly-come-180651710.html
2•maxloh•18m ago•1 comments

"MTA-STS Policy Is Missing: STSFetchResult.NONE" What It Means and How to Fix It

https://dmarcguard.io/blog/mta-sts-policy-missing-fix/
1•meysamazad•20m ago•0 comments

I run a 9-model LLM council to write a financial newsletter. What breaks

https://marketdaily.ai/blog/eng-llm-council-judge-en-202608
1•delvinchang•21m ago•1 comments