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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

Frontpage App

https://www.frontpage.social/communities
1•teodorwaltervid•53s ago•0 comments

A Blockade on Knowledge. After June 12, Nothing Will Be the Same

https://discuss.huggingface.co/t/a-blockade-on-knowledge-after-june-12-nothing-will-be-the-same/1...
1•philiprey•1m ago•1 comments

Ask HN: Do you believe in the Permanent Underclass theory?

1•insurgent_dino•2m ago•0 comments

Show HN: A spacecraft block diagram editor

https://satblocks.com
1•thadjones•3m ago•0 comments

Show HN: Free API cost calculators – know your bill before it arrives

https://apicalculators.com/
1•chnbydigi•10m ago•0 comments

Rio de Janeiro's "homegrown" LLM appears to be a merge of an existing model

https://github.com/nex-agi/Nex-N2/issues/4
1•unrvl22•11m ago•1 comments

Show HN: Manim-Studio – Prompt to 3blue1brown video

https://github.com/instavm/manim-studio
1•mkagenius•11m ago•0 comments

Dreaming: Better memory for a more helpful ChatGPT

https://openai.com/index/chatgpt-memory-dreaming/
1•gmays•13m ago•0 comments

Show HN: A zero-telemetry clipboard, color picker, and capture suite

2•Peacetoes•13m ago•0 comments

The $75B Bell – When record IPOs mark the top

https://okulez.com/blog/the-75-billion-bell
1•gopijm•13m ago•0 comments

Energy Strategy: The Road Not Taken? (1976)

https://energyhistory.yale.edu/amory-lovins-energy-strategy-the-road-not-taken-foreign-affairs-1976/
1•fulafel•15m ago•1 comments

Does the flood of mega-IPOs and new shares signal a downturn ahead?

https://fortune.com/2026/06/13/stock-market-outlook-peak-mega-ipo-wave-issuance-downturn-signal/
1•1vuio0pswjnm7•16m ago•0 comments

Show HN: GlyphX, a local-first LaTeX editor that compiles offline

2•kanakkholwal•19m ago•0 comments

Ageing alters ankle mechanics and muscle contraction patterns while walking

https://www.sciencedirect.com/science/article/pii/S0966636226001128?via%3Dihub
1•bookofjoe•22m ago•0 comments

'AI will free us': Javier Milei's plan for Argentina

https://www.telegraph.co.uk/business/2026/06/13/javier-mileis-plan-let-ai-led-companies-run-riot-...
3•gjkood•23m ago•1 comments

Measuring LLMs' impact on N-day exploits

https://red.anthropic.com/2026/n-days/
1•gmays•24m ago•0 comments

Show HN: I turned Tupac's poem into a game [video]

https://www.youtube.com/watch?v=k_7tvbptP30
1•omeysalvi•25m ago•0 comments

Chinese hackers hijack auth flow, spy on isolated network for a decade

https://www.bleepingcomputer.com/news/security/chinese-hackers-hijack-auth-flow-spy-on-isolated-n...
2•Brajeshwar•25m ago•0 comments

ArkDisk – Managed Nextcloud on owned EU bare-metal with per-user ZFS snapshots

https://arkdisk.com/
2•ChristopherArk•28m ago•0 comments

Chameleon Ultra: a flashdrive sized NFC toolkit

https://github.com/RfidResearchGroup/ChameleonUltra
3•elisaado•30m ago•0 comments

Domination Without Hegemony and the Limits of US World Power

https://www.researchgate.net/profile/Corey-Payne/publication/363778292_Domination_Without_Hegemon...
3•hackandthink•31m ago•1 comments

I indexed 669 GB of my GoPro videos using my M1 Max computer and local ML models

12•iliashad•34m ago•0 comments

2026 Council Manifesto

https://blogs.gentoo.org/mgorny/2026/06/11/2026-council-manifesto/
1•jruohonen•35m ago•0 comments

Measles surge in Utah sparks fears US could undo decades of progress

https://www.dailymail.com/news/article-15897903/measles-surge-utah-US-elimination-status.html
19•Bender•35m ago•0 comments

Pouta Forms, open-source alternative to TypeForm

https://github.com/pouta-cms/form
1•mohanjith•35m ago•0 comments

Parsing JSON at compile time with C++26 static reflection

https://lemire.me/blog/2026/06/14/parsing-json-at-compile-time-with-c26-static-reflection/
2•chmaynard•36m ago•0 comments

Hill charts with MCP server and give visibility

https://hillch.art/en
1•Jeronattend•37m ago•0 comments

Amazon says its datacenters used about 2.5B gallons of water last year

https://www.theregister.com/on-prem/2026/06/12/amazon-owns-up-to-using-25bn-gallons-of-h2o-in-its...
4•tcp_handshaker•38m ago•2 comments

Hands-On with Flink: Calling LLMs from Flink

https://medium.com/@katyagorshkova/hands-on-with-flink-part-6-calling-llms-from-flink-e5cc7e5f0440
1•tanelpoder•39m ago•0 comments

Ponytail – make your AI agent think like the laziest senior dev in the room

https://github.com/DietrichGebert/ponytail
3•mellosouls•40m ago•0 comments