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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

Sweden now considered a smoke free country

https://www.sverigesradio.se/artikel/sweden-now-considered-a-smoke-free-country
1•aleda145•59s ago•0 comments

Wyoming Company Uses High-Tech AI Sprinklers to Save Homes from Wildfire

https://cowboystatedaily.com/2026/05/25/wyoming-company-uses-high-tech-ai-sprinklers-to-save-home...
1•Bender•1m ago•0 comments

Ask HN: How do you get Internships with no work experience but cool projects?

1•dragonsenseiguy•3m ago•0 comments

Stack Overflow Sold to Tech Giant Prosus for $1.8B (2021)

https://www.wsj.com/business/deals/software-developer-community-stack-overflow-sold-to-tech-giant...
1•poly2it•5m ago•1 comments

Leadwerks Game Engine 5.1 Beta Releases with Support for "Potato PCs"

https://www.leadwerks.com/community/blogs/entry/2896-leadwerks-51-beta-is-now-available-with-supp...
2•Josh_Klint•18m ago•0 comments

Promising One and done heart disease genetic therapy

https://www.nytimes.com/2026/05/25/health/cholesterol-ldl-gene-therapy.html
1•anjel•25m ago•0 comments

CVE-2026-28952: Apple macOS 26.5 Kernel Vuln found by Claude

https://support.apple.com/en-us/127115
3•dragonsenseiguy•26m ago•0 comments

Google is its own worst enemy

https://disconnect.blog/google-is-its-own-worst-enemy/
5•cdrnsf•26m ago•0 comments

The Vatican-Anthropic relationship that's reshaping the AI ethics debate

https://religionnews.com/2026/05/22/why-anthropic-is-helping-unveil-the-popes-new-encyclical-on-ai/
2•cdrnsf•27m ago•0 comments

Performance of Rust Language [pdf]

https://github.com/yugr/rust-slides/
2•tanelpoder•29m ago•0 comments

Vim Classic

https://vim-classic.org/
3•GalaxyNova•38m ago•0 comments

SkiFreedle, a daily game version of SkiFree (1991)

https://skifreedle.com/
2•gfysfm•39m ago•1 comments

LLMs require curated context for reliable political fact-checking

https://arxiv.org/abs/2511.18749
1•teleforce•42m ago•0 comments

I Found the Lost Amiga Unix 2.02 [video]

https://www.youtube.com/watch?v=sDei4Tyo6yA
1•zdw•42m ago•0 comments

Secure TUI to Monitor Docker

https://toricli.sh
2•imbobbytables•43m ago•0 comments

Nobody cracks open a programming book anymore

https://unix.foo/posts/nobody-cracks-open-a-programming-book/
42•zdw•45m ago•30 comments

Distributing LLM Inference in DwarfStar

https://antirez.com/news/167
2•liveranga•47m ago•0 comments

Contextual web personalization and inspection engine on Fastly's edge stack

https://cheaply-joint-goshawk.edgecompute.app/
1•Fcuervo•48m ago•0 comments

The evolution of AI-assisted software engineering paradigms

https://pasqualepillitteri.it/en/news/182/evolution-ai-software-engineering-paradigms-agentic-loop
1•teleforce•48m ago•0 comments

Using AI to write better code more slowly

https://nolanlawson.com/2026/05/25/using-ai-to-write-better-code-more-slowly/
4•signa11•50m ago•0 comments

Garden Grove chemical tank cools, risk of catastrophic explosion eliminated

https://ktla.com/news/orange-county/garden-grove-chemical-tank-crack-explosion-risk/
4•Bender•52m ago•0 comments

I built an interactive job application that talks back

https://firstdeploy.ai/
1•AgentHive•53m ago•0 comments

Chatbot Has a Long Memory. That Isn't Always a Good Thing

https://www.wsj.com/tech/ai/ai-memory-cd1de7f4
7•lucaspauker•54m ago•0 comments

US's big bet on quantum computing may not be legal

https://arstechnica.com/tech-policy/2026/05/uss-big-bet-on-quantum-computing-may-not-be-entirely-...
2•Bender•56m ago•0 comments

Citing Gandalf, Pope Leo says we must "disarm" AI

https://arstechnica.com/tech-policy/2026/05/citing-gandalf-pope-leo-says-we-must-disarm-ai/
9•Bender•56m ago•3 comments

Offshore finance is thriving despite crackdowns

https://www.economist.com/finance-and-economics/2026/05/25/offshore-finance-is-thriving-despite-c...
2•petethomas•56m ago•0 comments

Cox Media fined after bragging it spied on users through their phones

https://www.theverge.com/policy/937027/cox-media-marketing-ai-powered-phone-spying-ads-ftc-fine
5•sbulaev•57m ago•0 comments

Solving the Board Game Quoridor

https://grantslatton.com/solving-quoridor
1•cjlm•58m ago•0 comments

EDR transparency study (Cisco, Kaspersky, Microsoft top the list)

https://av-comparatives.org/independent-study-highlights-transparency-and-data-practices-in-leadi...
2•AnnaKoro453•1h ago•0 comments

Builders Fallacy

https://davidgu.com/bf.html
3•benswerd•1h ago•1 comments