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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 action is off-balance sheet

https://marginpoints.substack.com/p/the-action-is-off-balance-sheet
1•historian1066•1m ago•0 comments

The Long-Term Threat to the Memory Chip Boom Is Innovation

https://www.wsj.com/finance/the-long-term-threat-to-the-memory-chip-boom-is-innovation-bb289488
1•bookofjoe•3m ago•1 comments

The open source DOCX editor submitted to HN a few weeks ago has been deleted

1•gcanyon•4m ago•1 comments

AI audio translator with speech-to-text, LLM translation, and text-to-speech

https://github.com/team-telnyx/telnyx-code-examples/tree/main/ai-content-translator-python
2•sona-coffee11•8m ago•0 comments

Show HN: RevealSafe: Buyer and seller privately submit price; reveal together

https://www.revealsafe.com/
1•wenbin•14m ago•0 comments

Show HN: TripTip – A minimalist travel planner from wiki data

https://triptip.cat
1•belforn•17m ago•1 comments

Don't Make Gates Optional, Make Them Flexible

https://wakamoleguy.com/p/flexible-gates
1•wakamoleguy•19m ago•0 comments

Trump Threatens 100% Tariffs over Digital Services Tax on U.S. Firms

https://www.cnbc.com/2026/06/26/trump-tariff-trade-tech-tax.html
5•billybuckwheat•19m ago•0 comments

The AI-Run Business Index: measuring execution, not AI adoption

https://www.leapd.ai/resources/state-of-ai-run-businesses-2026
1•Cyrus2050•20m ago•0 comments

Show HN: Even, the terminal-first desktop workspace

https://eventerm.com/
1•todience•20m ago•0 comments

Font-Family Recommendations

https://chrismorgan.info/font-family
2•birdculture•21m ago•0 comments

The Thing We All Obviously Want

https://kmicinski.com/thing-we-all-want
1•matt_d•21m ago•0 comments

Ask HN: Can distributed data centers in individual households provide UBI?

1•SuboptimalEng•24m ago•4 comments

Ask HN: If we could remake Linux in 2026, what would you change?

1•alonsovm44•24m ago•1 comments

Pystd, similar-ish functionality with a fraction of the compile time

https://nibblestew.blogspot.com/2026/06/pystd-standard-library-similar-ish.html
4•ibobev•25m ago•0 comments

The Dottie Number

https://lawrencecpaulson.github.io//2026/06/26/Dottie_Number.html
1•ibobev•30m ago•0 comments

Show HN: Forensic stock analysis from SEC filings, no LLM guessing (free)

https://stockonomy.net/proof
1•SEC_Lense•32m ago•0 comments

Show HN: Deskmate Live – AI Desktop Pet Companions

https://deskmatelive.com/
1•valisvalis•32m ago•0 comments

The Nationwide Backlash Against Cameras Watching Your Car

https://www.wsj.com/us-news/the-nationwide-backlash-against-cameras-watching-your-car-401a656a
4•JumpCrisscross•35m ago•0 comments

SpaceX bonds sell off days after AI and rocket group's $25B debt deal

https://www.ft.com/content/04f98e21-4ce7-43d2-8651-44557e12c31c
3•JumpCrisscross•37m ago•0 comments

President warns of 100% tariff on countries implementing digital services tax

https://www.ft.com/content/5d886d47-c509-44a4-9077-bcd25158b61e
7•JumpCrisscross•39m ago•0 comments

AgentKits – 60 production-ready AI agent blueprints with guardrails

https://www.agent-kits.com
2•stoicstoic•39m ago•0 comments

The National Parks Were Reportedly Told to Stay Silent on Deaths

https://www.outsideonline.com/outdoor-adventure/environment/nps-internal-memo-deaths/?link_source...
13•LostMyLogin•39m ago•1 comments

A C++ implementation of a fast hash map and hash set using hopscotch hashing

https://github.com/Tessil/hopscotch-map
15•gjvc•40m ago•0 comments

Evan's Jujutsu Tutorial

https://evmar.github.io/jjtut/
2•joecobb•41m ago•0 comments

A couple of months ago in Miami, I sat down and dumped my brains

https://ghuntley.com/miami/
1•ghuntley•41m ago•0 comments

After 80 Years, Mathematicians Give Famed 'Erdős Method' an Upgrade

https://www.quantamagazine.org/after-80-years-mathematicians-give-famed-erdos-method-an-upgrade-2...
3•ibobev•44m ago•0 comments

The gap between open weights LLMs and closed source LLMs

https://blog.doubleword.ai/frontier-os-llm
20•kkm•44m ago•8 comments

Primed for Malware: Stop Selling Compromised Android Devices

https://www.eff.org/deeplinks/2026/06/primed-malware-stop-selling-compromised-android-devices
3•hn_acker•44m ago•0 comments

We Can Still Stop California's 3D Printer Surveillance Scheme

https://www.eff.org/deeplinks/2026/06/we-can-still-stop-californias-3d-printer-surveillance-scheme
10•hn_acker•45m ago•0 comments