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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Peter Thiel Fears the Antichrist Is Coming

https://www.nytimes.com/2026/03/17/world/europe/peter-thiel-rome-antichrist-catholics.html
1•anjel•15s ago•1 comments

Stressed about getting that first coding job in the era of AI?

https://docs.priset.ai/blog/junior-dev-is-dead-student-founder/
1•tk5•40s ago•1 comments

Amazon Dies: A Possible, Maybe Likely Future

https://markatwood.substack.com/p/how-amazon-dies-a-possible-maybe
1•skmurphy•1m ago•0 comments

Pakistan Airstrikes on Kabul Hit Drug Rehab Clinic, Killing Civilians

https://www.wsj.com/world/middle-east/pakistan-airstrikes-on-kabul-hit-drug-rehab-clinic-killing-...
1•nailer•3m ago•0 comments

Are AI courses mostly a waste of time?

1•lock-locku•7m ago•1 comments

EVs Avoided the Use of 2.3M Barrels of Oil per Day in 2025

https://www.bloomberg.com/news/articles/2026-03-18/electric-vehicles-avoided-use-of-2-3-million-b...
1•toomuchtodo•8m ago•0 comments

Team simulates a living cell that grows and divides

https://news.illinois.edu/team-simulates-a-living-cell-that-grows-and-divides/
1•geox•11m ago•0 comments

The internet has no attribution layer for viral content

1•Proofmeme•16m ago•0 comments

Astronomers discover long-period radio transient of unknown origin

https://phys.org/news/2026-03-astronomers-period-radio-transient-unknown.html
1•wglb•19m ago•1 comments

As of today, Brazil requires identity verification to use social media

https://twitter.com/ProtonVPN/status/2033990861843726682
2•absqueued•21m ago•0 comments

Show HN: ToolGuard – Pytest for AI agent tool calls

1•Heer_J•24m ago•1 comments

5-Minute Agent Setup with Microsoft AI Toolkit (VS Code, March 2026 Update)

https://insider.dforge.ca/issues/2026-03-16/#steal-this
1•mcdoolz•25m ago•0 comments

Show HN: Lytok v3.0.1 – A high-density data protocol (JSON alternative)

https://github.com/lytok/lytok-js
2•joguel96•26m ago•0 comments

Microplastics Discovered in Prostate Tumors

https://medicalxpress.com/news/2026-02-microplastics-prostate-tumors.html
1•PaulHoule•26m ago•0 comments

Show HN: Xecai, a minimal Python interface for LLM providers for RAG systems

https://github.com/AdrianVispalia/xecai
1•adrianvi•27m ago•0 comments

Boeing 929 Jetfoil

https://en.wikipedia.org/wiki/Boeing_929_Jetfoil
2•WorldPeas•28m ago•0 comments

Toward autonomous self-organizing biological robots with a nervous system

https://wyss.harvard.edu/news/toward-autonomous-self-organizing-biological-robots-with-a-nervous-...
2•KenRuf•30m ago•0 comments

What's your biggest challenge as a founder?

1•bysyd•30m ago•2 comments

The LCA problem revisited [pdf]

https://www3.cs.stonybrook.edu/~bender/talks/BenderFa00-lca-talk.pdf
1•remywang•30m ago•1 comments

"Kai su, teknon" Caesar last words were probably a curse, not a farewell (2018)

https://www.lrb.co.uk/the-paper/v40/n23/thomas-jones/see-you-in-hell-punk
2•kwikiel•33m ago•0 comments

Ex-Uber self-driving chief crashes his Tesla on FSD, exposes supervision snafu

https://electrek.co/2026/03/17/former-uber-self-driving-chief-tesla-fsd-crash-supervision-problem/
1•aanet•33m ago•1 comments

Show HN: The elegant type-safe module composable library

https://arc.tsdk.dev/
1•jeremy_su•35m ago•0 comments

Jane (Jane.app) – Senior+ Engineers with AI Infra exp – Remote (US/Canada)

https://www.notion.so/janeapp/Jane-ai-2ee378ecd68380c8a9afc7f8ebee7b0f
1•keiranmcooper•37m ago•1 comments

PvZ-Portable: A cross-platform reimplementation of Plants vs. Zombies

https://github.com/wszqkzqk/PvZ-Portable
1•fastily•41m ago•0 comments

I made an automatic OG meta image system

https://snapog.com
1•earonesty•41m ago•1 comments

Chris Collins Reveals Amiga Devbench – Next-Level Amiga Development [video]

https://www.youtube.com/watch?v=kr4x3YnE-Ws
1•doener•41m ago•0 comments

I Don't Know, Timmy, Being God Is a Big Responsibility

https://qntm.org/responsibility
2•stickynotememo•43m ago•0 comments

2 Years Ago I Decided to Pay for My Search Engine. I've Never Looked Back

2•moebius_ansa•44m ago•0 comments

How the Strait of Hormuz closure affects global oil supply

https://www.reuters.com/graphics/IRAN-CRISIS/OIL-LNG/mopaokxlypa/
1•doener•46m ago•0 comments

Q&A: What does the Iran war mean for the energy transition and climate action?

https://www.carbonbrief.org/qa-what-does-the-iran-war-mean-for-the-energy-transition-and-climate-...
1•doener•46m ago•0 comments