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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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-Text Advertising

https://en.wikipedia.org/wiki/In-text_advertising
1•jumpocelot•7m ago•0 comments

Show HN: Securing the Ralph Wiggum Loop – DevSecOps for Autonomous Coding Agents

https://github.com/agairola/securing-ralph-loop
1•agairola•9m ago•0 comments

Solving Package Management via Hypergraph Dependency Resolution

https://arxiv.org/abs/2506.10803
1•todsacerdoti•11m ago•0 comments

The humans are screenshotting us

https://www.moltbook.com/post/01611367-056f-4eed-a838-4b55f1c6f969
1•Brajeshwar•17m ago•0 comments

AI agents now have their own Reddit-style social network

https://arstechnica.com/information-technology/2026/01/ai-agents-now-have-their-own-reddit-style-...
2•joering2•24m ago•0 comments

The API Tooling Crisis

http://efp.asia/blog/2025/12/24/api-tooling-crisis/
1•dhruv3006•26m ago•0 comments

Regarding low level Design for YarnPackageManager

https://programmingappliedai.substack.com/p/lld-design-a-low-level-machine-coding
1•HintedHandoff•27m ago•0 comments

Show HN: Sneck, a snake game controlled by your head

https://sneck.1link.fun/
1•wenjian•28m ago•0 comments

Show HN: Democracy Direct – Find and contact your elected representatives

https://democracy-direct.com/
1•ashmortar•32m ago•0 comments

Show HN: I lost 3 years of ChatGPT history overnight, so I built a backup tool

2•benjushi•34m ago•0 comments

3D Printed Software

https://nichecraft.substack.com/p/3d-printed-software
1•bfollington•36m ago•0 comments

Muse: Cursor for Composing MIDI

https://www.muse.art/home
1•memalign•39m ago•0 comments

FBI unable to extract data from iPhone 13 in Lockdown Mode in high profile case [pdf]

https://storage.courtlistener.com/recap/gov.uscourts.vaed.588772/gov.uscourts.vaed.588772.35.0_1.pdf
4•armadyl•44m ago•5 comments

Optiwing – Keyword Grouping and PAYG SEO Tools

https://optiwing.com/
1•TasselHat•46m ago•1 comments

AI Motion Graphics Tool with good design and camera movements

https://www.freemotion.app/
1•jithin_g•49m ago•0 comments

The cumulative cost of additional wakefulness (2003)

https://pubmed.ncbi.nlm.nih.gov/12683469/
1•walterbell•51m ago•0 comments

The Sovereign AI Security Crisis: 42,000 Exposed OpenClaw Instances

https://maordayanofficial.medium.com/the-sovereign-ai-security-crisis-42-000-exposed-openclaw-ins...
3•salkahfi•51m ago•1 comments

Show HN: Sharing Agentic Stream of Consciousness

https://github.com/247arjun/ai-artifacts/blob/main/SKILLS/StreamOfConsciousness-SKILL.md
1•spamfilter247•52m ago•0 comments

Neumann: I built a unified database including a Semantic Cache and AI Vault

https://github.com/Shadylukin/Neumann
1•Shadylukin•1h ago•1 comments

Hello, here is the marketplace for Moltbot (Clawdbot)

https://molt-market.com/
1•yichen-gong•1h ago•1 comments

St. Peter police chief got federal agents to release resident, sources say

https://www.mprnews.org/story/2026/01/30/st-peter-police-chief-intervenes-prevents-federal-agents...
1•starkparker•1h ago•0 comments

Unable to Stop Al, SAG-AFTRA Mulls a Studio Tax on Digital Performers

https://variety.com/2026/film/news/sag-aftra-ai-tilly-norwood-tax-digital-performers-1236644931/
1•voxadam•1h ago•1 comments

Ouroboros: An AI vibe-coding game

https://github.com/michaelwhitford/ouroboros
1•dulakian•1h ago•1 comments

Cleverbot (2008)

https://www.cleverbot.com/
3•1bpp•1h ago•3 comments

I use a Huawei modem; I cannot access this article. On my Singtel phone, I can

https://twitter.com/MikeFritzell/status/2017784723389759685
4•cwwc•1h ago•0 comments

Archive.today is directing a DDoS attack against my blog

https://gyrovague.com/2026/02/01/archive-today-is-directing-a-ddos-attack-against-my-blog/
3•gyrovague-com•1h ago•0 comments

Workers are 'friction-maxxing' to resist AI

https://www.ft.com/content/fd5e65df-83c7-42f3-9658-377c99df42d1
3•cebert•1h ago•1 comments

Show HN: SBOMHub – Open-source SBoM dashboard with CVE tracking

https://github.com/youichi-uda/sbomhub/blob/main/README_en.md
1•y1uda•1h ago•0 comments

Show HN: Skill.Fish – NPM-style package manager for AI agent skills

https://github.com/knoxgraeme/skillfish
1•knoxgraeme•1h ago•0 comments

Free Corpus Tracker – Budget, stocks, gold, mutual funds in one place

https://icorpus.vercel.app
1•mathan_karthik•1h ago•1 comments