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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

Atlassian's own AI assistant doesn't know Jira renamed "Projects" to "Spaces"

https://community.atlassian.com/forums/Jira-articles/Jira-Spaces-have-landed/ba-p/3117620
1•vlad-asis•21s ago•0 comments

China's Program to Keep Activists in Check

https://web.archive.org/web/20181217170219/https://www.newyorker.com/magazine/2018/12/24/chinas-b...
1•firefax•1m ago•0 comments

Breaking Execution Continuity of Agent Systems via Rollback

https://arxiv.org/abs/2608.29381
1•sbulaev•2m ago•0 comments

Holotypic Occlupanid Research Group

https://www.horg.com/
1•peterburkimsher•6m ago•0 comments

Show HN: Edify – a Windows NLE with local AI subtitles/dubbing and OpenFX

https://apps.microsoft.com/detail/9nkkk5k5s4ct?hl=en-US&gl=US
1•edify_nle•9m ago•0 comments

The US military gets its own ChatGPT today

https://www.defenseone.com/technology/2026/08/us-military-chatgpt/415719/
1•r_singh•10m ago•0 comments

Guest Posting Sites: A Practical Guide for Building Quality Backlinks

https://go.fliplink.me/view/GuestPostingSitesAPracticalGuideforBuildingQualityBacklinks
1•reviewhub•13m ago•0 comments

Trump admin shelves Cyclospora research despite record-breaking outbreak

https://arstechnica.com/health/2026/08/trump-admin-shelves-cyclospora-research-despite-record-bre...
3•khalic•17m ago•1 comments

Generating personalized certificates from Excel in the browser

https://bulkcerts.com/
1•febeee•18m ago•0 comments

Qualcomm Raising Chip Prices Starting Tomorrow

https://www.macrumors.com/2026/08/31/qualcomm-chip-price-increase/
2•tosh•18m ago•0 comments

A Response to Aeon's "How Art Invented Humanity"

https://cathalharte.ch/essay-the-truth-of-accountants.html
1•cathalharte•22m ago•0 comments

Indictments against a top extremism researcher and the SPLC

https://theconversation.com/indictments-against-a-top-extremism-researcher-and-the-splc-force-a-r...
3•osadalakmal•24m ago•1 comments

Prices of 4,923 food and drink items set to rise in September, extending trend

https://www.japantimes.co.jp/business/2026/08/31/companies/food-price-rise-september/
1•quyleanh•24m ago•1 comments

Remix 3 Release Candidate

https://remix.run/blog/remix-3-release-candidate
1•osener•26m ago•0 comments

Inevitability

https://borretti.me/article/on-inevitability
1•varjag•26m ago•0 comments

Data Science in the Age of AI

https://www.robinlinacre.com/data_science_age_ai/
1•RobinL•27m ago•0 comments

Show HN: Give your agent somewhere to think loud watch its decisions unfold live

https://github.com/softcane/agents-workbook
1•pradeep1177•29m ago•1 comments

ToolTrim, ecide which SaaS tools to keep, replace, or add

https://tooltrim.com/en
1•mblochmic•29m ago•0 comments

AI product management: Familiar enough to start, different enough to fail

https://www.leadinginproduct.com/p/ai-product-management
1•benkan•32m ago•0 comments

Proxmox VE 7.0–8.0.3: unauthenticated, single-request root auth bypass

https://blog.nathangolez.com/2026/08/proxmox-ve-7-08-0-3-unauthenticated-single-request-root-auth...
1•neeythann•32m ago•0 comments

OpenMPTCProuter v0.64.1 – multi-WAN aggregation with Multipath TCP

https://www.openmptcprouter.com/
1•OpenMPTCProuter•37m ago•0 comments

What would Steve Jobs think?

1•ethanwillis•37m ago•0 comments

Show HN: Fly By – retro biplane flying game

https://michaelteter.com/flyby.html
2•michaelteter•38m ago•1 comments

Show HN: Commit Town

https://commit-town.vercel.app/landing
1•hawkeye77787•38m ago•0 comments

Fluorescent lamps (don't) have ears

https://blog.coredump.cx/p/fluorescent-lamps-dont-have-ears
1•surprisetalk•39m ago•0 comments

Coder hit In a supply chain attack serving malicious packages

https://github.com/coder/coder/security/advisories/GHSA-vx42-ghc9-gw65
1•someniak•41m ago•0 comments

Ask HN: How fast can you ship a production ready SaaS from scratch

2•codegladiator•42m ago•0 comments

1Password Supports the Ethnic Cleansing of Europe

https://www.alilleybrinker.com/blog/1password-funds-ethnic-cleansing/
4•salzig•43m ago•2 comments

Anatomy of a scam campaign, from the point of view of a link shortener

https://casparwre.de/blog/anatomy-of-a-scam-campaign/
1•caspii•46m ago•0 comments

The Rebuilder

https://twitter.com/sabben/status/2094670635616075924
1•petervansabben•47m ago•0 comments