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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Ex-FBI Director Comey indicted in probe over online post

https://apnews.com/article/comey-indicted-seashell-photo-86-47-a7fdd67891a7f74bc6fd8ce4d3d4170a
1•geox•2m ago•0 comments

Bankruptcies Increase 11.9 Percent

https://www.uscourts.gov/data-news/judiciary-news/2026/04/23/bankruptcies-increase-119-percent
2•jaredwiener•2m ago•0 comments

Fish oil may be hurting your brain, new study finds

https://www.sciencedaily.com/releases/2026/04/260426012303.htm
1•mikhael•2m ago•0 comments

Tuna-2: VAE-less image model from Meta

https://tuna-ai.org/tuna-2/
1•calcifer•5m ago•1 comments

Windows 9x Subsystem for Linux

https://codeberg.org/hails/wsl9x
1•rendx•6m ago•0 comments

Show HN: Algotutor – Practice Go with spaced repetition in your AI agent

https://algotutor.ai/
1•zuzuleinen•6m ago•0 comments

Show HN: I mapped the latest UK fuel prices by county

https://fuelfox.uk/regional
1•sircipher•7m ago•0 comments

AI writes 97% of our code. Strong engineers still matter

https://albarqawi.medium.com/how-to-accelerate-development-in-the-age-of-ai-coding-283eef576bfc
2•barqawiz•8m ago•0 comments

Jobs was right. Gates was wrong

https://saturnino.substack.com/p/jobs-was-right-gates-was-wrong
1•lrsaturnino•8m ago•0 comments

NetNewsWire Now Getting Feed Images from RSS

https://netnewswire.blog/2026/04/28/netnewswire-now-getting-feed-images.html
1•Tomte•8m ago•0 comments

Closing Windows and Flipping Coins

https://nicholasdecker.substack.com/p/opening-and-closing-windows
1•paulpauper•8m ago•0 comments

Using a 1978 terminal in 2026 (DEC VT-100)

https://twitter.com/jhanikhil/status/2049183450612257142
1•dabit3•10m ago•0 comments

We ran a 9B model against Anthropic's Mythos on Firefox. See the early results

https://shipitclean.com/news
1•apolloraines•11m ago•1 comments

Anthropic's Little Brother

https://www.theatlantic.com/technology/2026/04/openai-imitating-anthropic/686975/
4•paulpauper•12m ago•0 comments

My Ubnuntu RAM Prevention

https://vittoriogioda.com/posts/linux-out-of-memory/
1•vitto_gioda•12m ago•0 comments

AliothPress self-hosted CMS with automated SEO and AEO

https://aliothpress.com/
1•Strodt•14m ago•0 comments

Show HN: Open Bias – proxy that enforces agent behavior at runtime

https://github.com/open-bias/open-bias/
3•algomaniac•17m ago•1 comments

Black, Hot Ice May Be Nature's Most Common Form of Water

https://www.quantamagazine.org/black-hot-superionic-ice-may-be-natures-most-common-form-of-water-...
1•whicks•17m ago•0 comments

Most VPS benchmarks are wrong – performance drops after the first run

https://webbynode.com/articles/vps-performance-drops-after-first-run
1•gsgreen•18m ago•0 comments

Try and Notice

https://rishisutra.substack.com/p/3-try-and-notice
1•picklerish•18m ago•0 comments

Anatomy of an Article

https://blog.yaelwrites.com/anatomy-of-an-article/
1•tptacek•19m ago•0 comments

The RCA SelectaVision VideoDisc Web Site – CED Magic

https://www.cedmagic.com/selectavision.html
1•exvi•19m ago•0 comments

Hard Drive Capacity over Time

https://commons.wikimedia.org/wiki/File:Hard_drive_capacity_over_time.svg
1•amelius•22m ago•0 comments

A good AGENTS.md is a model upgrade. A bad one is worse than no docs at all

https://www.augmentcode.com/blog/how-to-write-good-agents-dot-md-files
1•gmays•22m ago•0 comments

Realtek's 10GbE NIC performance revisited

https://kohlschuetter.github.io/blog/posts/2026/04/28/rtl10/
2•geerlingguy•25m ago•0 comments

We Don't Know the 2nd Circuit's Position on Embedding and Copyright Infringement

https://blog.ericgoldman.org/archives/2026/04/we-still-dont-know-the-second-circuits-position-on-...
1•hn_acker•27m ago•1 comments

How AI is reshaping workflows and redefining jobs

https://mitsloan.mit.edu/ideas-made-to-matter/how-ai-reshaping-workflows-and-redefining-jobs
1•ryan_j_naughton•28m ago•0 comments

Rippling launches Vanta/Delve competitor

https://www.rippling.com/blog/get-soc-2-ready-with-rippling-no-assembly-required
1•philip1209•28m ago•1 comments

Open source browser agent that tests your UI

https://github.com/verona-team/verona-atlas
1•menwithoutwomen•31m ago•1 comments

Vicky Osterweil's "The Extended Universe"

https://pluralistic.net/2026/04/27/mouseketeers/
1•hn_acker•33m ago•0 comments