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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

The difference in perspectives between superpowers is shaping the race for AI

https://www.nytimes.com/2026/05/14/opinion/china-trump-ai-xi.html
1•yogthos•1m ago•0 comments

Show HN: A Slack like interface where you can run a company of AI employees

https://www.tryguildly.com/
1•spiken23•2m ago•0 comments

The AI vibe shift is real: Why the backlash is growing

https://mashable.com/tech/ai-backlash-vibe-shift
2•cdrnsf•3m ago•0 comments

Slop, productivity, and why the AI-fueled world is going nowhere mighty fast

https://garymarcus.substack.com/p/slop-productivity-and-why-the-ai
3•flail•5m ago•0 comments

Liu Jianjun: the false faith in social sciences

https://www.eastisread.com/p/liu-jianjun-the-false-faith-in-social
2•hackandthink•7m ago•0 comments

Unlock.domains – AI domain generator with real-time RDAP availability

https://unlock.domains
1•vishr•8m ago•0 comments

Show HN: Battlemat, a small and fast virtual tabletop

https://battlemat.app/
1•milancurcic•8m ago•0 comments

France and Germany abandon joint fighter jet program

https://www.lemonde.fr/en/france/article/2026/06/08/france-and-germany-agree-to-abandon-joint-fig...
2•geox•8m ago•0 comments

Majority of US's new AI datacenters to be built on drought-hit land

https://www.theguardian.com/us-news/2026/jun/08/datacenter-ai-drought-water
2•Brajeshwar•8m ago•0 comments

Old'aVista – The most powerful guide to the old Internet

https://oldavista.com/
1•abnercoimbre•9m ago•0 comments

Flu Vaccines Should Not Be This Hard

https://www.theatlantic.com/health/2026/06/flu-vaccine-acip/687466/
1•paulpauper•10m ago•0 comments

Slop Machines (2026)

https://www.tarasyarema.com/blog/2026-05-27-slop-machines/
1•tarasyarema•10m ago•1 comments

ReARM: Governing AI Coding Agents Demo [video]

https://www.youtube.com/watch?v=kzMzQK511JU
1•taleodor•11m ago•0 comments

How America Gave Up on Its Own History

https://www.theatlantic.com/magazine/2026/07/american-history-common-narrative/687301/
1•paulpauper•11m ago•0 comments

Beyond the Hype: Lessons from Pragmatic Summit

https://jamiehurst.co.uk/2026-02-16_pragmatic-summit
1•mooreds•12m ago•0 comments

OpenAI Offers a New Policy Blueprint

https://thezvi.substack.com/p/openai-offers-a-new-policy-blueprint
1•paulpauper•12m ago•0 comments

EU-banned pesticides found in rice, tea and spices

https://www.foodwatch.org/en/eu-banned-pesticides-found-in-rice-tea-and-spices
2•john-titor•12m ago•0 comments

Who Is the Villain in Mars Sample Return?

https://mceglowski.substack.com/p/who-is-the-villain-in-mars-sample
1•pavel_lishin•13m ago•0 comments

Benchmark accuracy retention is the wrong metric

https://www.joshuahedtke.com/writing/benchmark-retention-is-not-utility-retention
1•fmaccomber•14m ago•1 comments

Bloom Filter Trick Reduces 170 Object-Storage Reads to One (2.6s → 89ms)

https://openobserve.ai/blog/openobserve-bloom-filter-2.6s-to-89ms/
1•birdculture•15m ago•0 comments

K: Computed Entries in Dict Literals

https://gist.github.com/chrispsn/779ae79088fd6f432804ea33e3bdf74f
1•tosh•17m ago•0 comments

Landscape experts ask Colorado to "embrace the beige" for drought adaptation

https://coloradosun.com/2026/06/08/colorado-homeowners-drought-landscaping-removing-turf/
2•mooreds•17m ago•0 comments

Streptomyces produce a diphtheria toxin-like exotoxin that targets insects

https://dx.doi.org/10.1038/s41564-026-02315-5
1•PaulHoule•19m ago•0 comments

Whales are showing up in San Francisco Bay. New ship alerts help protect them

https://text.npr.org/nx-s1-5828784
1•mooreds•20m ago•0 comments

When AWS, Azure, or GCP Becomes the Competition (2019)

https://www.gkogan.co/big-cloud/
2•gk1•21m ago•0 comments

Life Paths Closed to You vs. Life Paths Open to You

https://twitter.com/waitbutwhy/status/1367871165319049221
1•davidbarker•21m ago•0 comments

Claude Subagent Install Manager

https://github.com/wastedcode/truecast
2•zeppelin_7•21m ago•0 comments

Heisenbug

https://en.wikipedia.org/wiki/Heisenbug
1•davidbarker•21m ago•0 comments

Fine-tuning LLMs on 30M academic papers from ScholarAPI

https://scholarapi.net/case_study/ai_training
1•mwojnars•21m ago•0 comments

Planescape: Torment, Part 2: To the Desktop

https://www.filfre.net/2026/06/planescape-torment-part-2-to-the-desktop/
1•cybersoyuz•22m ago•0 comments