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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 oldest domains on the internet, browsable year by year

https://dns.pizza/age
1•wmush•29s ago•0 comments

Show HN: I built a privacy-first DocuSign alternative, hosted on a PC at home

https://pixlpdf.com
1•hokage-at-leaf•1m ago•0 comments

A concrete explanation of how a cache works

https://parksb.github.io/en/article/29.html
1•parksb•1m ago•0 comments

Cheating behaviour in frontier model evaluations

https://www.aisi.gov.uk/blog/cheating-behaviour-in-frontier-model-evaluations
1•ai2027•1m ago•0 comments

I paid €2k for an app; a colleague vibe-coded the same one for free

https://fablesofafailedfounder.substack.com/p/2000-and-nineteen-months-of-almost
1•OroOmi•2m ago•0 comments

The Document Foundation: Microsoft's file formats keep users on a short leash

https://www.theregister.com/applications/2026/07/20/the-document-foundation-says-microsofts-file-...
1•ent101•2m ago•0 comments

The Xteink X4 Pro E-Ink Reader is out It has front light [video]

https://www.youtube.com/watch?v=Fn_w0XsS0AE
1•abdullahalharir•3m ago•0 comments

I Ran a 40-Person Commerce Team. This Platform Does It with Two

https://howtoinfluenceageneration.substack.com/p/i-ran-a-40-person-commerce-team-this
1•djacob_1•3m ago•0 comments

The Danger of Bottom-Up Roadmaps

https://www.prodpad.com/blog/bottom-up-roadmaps/
2•adrianhoward•5m ago•0 comments

Show HN: Aeon.WorX – A generic object lifecycle management system (like PLM/PDM)

https://worx.aeonax.com/
2•xeonax•5m ago•0 comments

Expensive Is Just a Brand Now

https://idiallo.com/blog/expensive-is-just-branding
1•speckx•6m ago•0 comments

Revolut's Poland Expansion: 300 Jobs and a New Warsaw Office

https://veritahr.com/revolut-poland-expansion-300-jobs-warsaw-office/
1•technewssss•6m ago•0 comments

Single Answers Make You Stupid

https://homosabiens.substack.com/p/single-answers-make-you-stupid
1•surprisetalk•6m ago•0 comments

Show HN: Back up Claude Code sessions from Codespaces to a private repo

https://github.com/markmatsu/claude-logkeeper
2•markmatsushima•6m ago•0 comments

How Not to Peak

https://ninjasandrobots.com/how-not-to-peak
1•nate•7m ago•0 comments

Another red alert for American science

https://www.science.org/doi/10.1126/science.aej3572
1•Anon84•8m ago•0 comments

Gumroad spent equal amounts on AI tokens and human payroll

https://twitter.com/shl/status/2079387173749714944
2•amrrs•9m ago•0 comments

Loop the Loopies

https://arxiv.org/abs/2607.16051
1•Anon84•10m ago•0 comments

SWE covers a dozen different jobs, I built a free tool to map which one fits you

https://www.swe-genie.com/
1•MFinneran•10m ago•0 comments

Show HN: LLM Context profiler for tracking context usage by tools, agents, MCPs

https://github.com/RimantasZ/contextspy
2•iezhy•14m ago•0 comments

Our Interfaces Have Lost Their Senses

https://wattenberger.com/thoughts/our-interfaces-have-lost-their-senses/
1•OG_BME•14m ago•0 comments

Security versus Privacy

https://ldstephens.net/posts/security-versus-privacy/
2•speckx•15m ago•0 comments

TSMC to raise chipmaking prices by up to 10% in 2027, Nikkei Asia reports

https://www.reuters.com/world/asia-pacific/tsmc-raise-chipmaking-prices-by-up-10-2027-nikkei-asia...
2•amelius•17m ago•0 comments

PCjs Machines

https://www.pcjs.org/
2•naves•18m ago•0 comments

l with Jacob Loveless [video]

https://www.youtube.com/watch?v=whY51vONKs4
2•tosh•18m ago•0 comments

Why Are There No Empires in Age of Empires? (2019)

https://acoup.blog/2019/11/22/collections-why-are-there-no-empires-in-age-of-empires/
2•jkly•18m ago•0 comments

Nesso-1: Accelerating Open-Source Binding Affinity Predictions [pdf]

https://www.valencelabs.com/wp-content/uploads/2026/07/nesso1.pdf
2•smaddrellmander•19m ago•1 comments

7-Zip XZ Decompression Heap-Based Buffer Overflow RCE Vulnerability

https://www.zerodayinitiative.com/advisories/ZDI-26-444/
1•exploraz•20m ago•0 comments

Soma Cube Forest

https://www.oranlooney.com/demos/soma-forest/
1•olooney•21m ago•0 comments

What a 2019 API client teaches you about modern .NET

https://www.ivanjurina.com/index.php/2026/07/21/what-a-2019-api-client-teaches-you-about-modern-net/
1•johnvonoakland•23m ago•0 comments