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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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

Show HN: Rollwave – Zero-downtime secret rotation and builds for Docker Swarm

https://github.com/rollwave-dev/rollwave
1•lubbo•56s ago•1 comments

Show HN: I built a CLI to translate podcasts for non-native speakers

https://github.com/yiquncode/podcast-translator
1•zhangyiqun•1m ago•1 comments

AI Coding Agents for Designers

https://www.lukew.com/ff/entry.asp?2137
1•speckx•2m ago•0 comments

UringMachine Benchmarks

https://github.com/digital-fabric/uringmachine/blob/main/benchmark/README.md
1•todsacerdoti•2m ago•0 comments

Fate: A modern data client for React and tRPC

https://fate.technology/posts/introducing-fate
1•orta•4m ago•0 comments

Show HN: Voynich GIS – An interactive parser for the 15th-century manuscript

https://yaucheukfai.github.io/voynich-gis/
1•YauCheukFai•5m ago•1 comments

RubyMine 2025.3 Is Released

https://blog.jetbrains.com/ruby/2025/12/rubymine-2025-3-multi-agent-ai-chat-rails-aware-mcp-serve...
1•RubyMine•5m ago•0 comments

Show HN: Turn any API into an embeddable AI agent

https://gethelmagent.com/
1•rhozeta•5m ago•0 comments

Show HN: Page Builder in Pure TypeScript, No Framework Dependencies

https://dev.tukona.com/site/edit/page/main/en-US
1•choc-dev•8m ago•0 comments

Read-Once Objects (2023)

https://allan.reyes.sh/posts/read-once-objects/
1•mooreds•8m ago•0 comments

Offshore Pumped Hydro Could Solve Clean Energy's Biggest Problem

https://oilprice.com/Energy/Energy-General/Offshore-Pumped-Hydro-Could-Solve-Clean-Energys-Bigges...
1•PaulHoule•9m ago•0 comments

GLM-4.6V: Open-Source Multimodal Models with Native Tool Use

https://z.ai/blog/glm-4.6v
1•ozgune•10m ago•0 comments

Show HN: Whisper Money – End-to-End Encrypted Personal Finance App

https://whisper.money
1•falcon_•11m ago•0 comments

America, China and Russia Compete to Reverse-Engineer UFO Technology

https://politicalsaucer.substack.com/p/the-new-space-race-america-china
1•DisclosureUS•11m ago•0 comments

The twisted nanotubes that tell a story

https://actu.epfl.ch/news/the-twisted-nanotubes-that-tell-a-story/
1•geox•12m ago•0 comments

Show HN: A TSP game I wanted for 10 years - built in 4 hours

https://www.graphhopper.com/blog/2025/12/08/a-tsp-game-10-years-in-the-making-built-in-4-hours/
2•oblonski•13m ago•0 comments

Options Are Not Constraints

https://remy.duthu.org/2025/12/05/options-are-not-constraints.html
1•remyduthu•13m ago•0 comments

Zero users after 30 days launching my first ever Chrome extension

https://xrepliescounter.com/
1•lucaserla•15m ago•1 comments

DuckDB 1.4.3 LTS with Native Windows ARM64 Support

https://duckdb.org/2025/12/09/announcing-duckdb-143
1•szarnyasg•16m ago•0 comments

When AI will browse the web for me

https://www.stefanjudis.com/notes/when-ai-will-browse-the-web-for-me/
1•speckx•16m ago•0 comments

Rahm Emanuel says U.S. should follow Australia's youth social media ban

https://www.politico.com/news/2025/12/09/rahm-emanuel-says-u-s-should-follow-australias-youth-soc...
3•RickJWagner•16m ago•0 comments

AI and Human Co-Improvement for Safer Co-Superintelligence

https://arxiv.org/abs/2512.05356
1•gmays•18m ago•0 comments

1954's Atomic Act Stifling American Innovation in the Race for Energy Dominance

https://politicalsaucer.substack.com/p/patent-seizures-and-secrecy-laws
1•DisclosureUS•19m ago•0 comments

Oliver Sacks Put Himself into His Case Studies. What Was the Cost?

https://www.newyorker.com/magazine/2025/12/15/oliver-sacks-put-himself-into-his-case-studies-what...
2•barry-cotter•20m ago•0 comments

Why RSS Matters

https://werd.io/why-rss-matters/
2•benwerd•20m ago•0 comments

Induction Variables and Loops

https://xania.org/202512/09-induction-variables
1•hasheddan•21m ago•0 comments

US authorities shut down major China-linked GPU smuggling operation

https://www.justice.gov/usao-sdtx/pr/us-authorities-shut-down-major-china-linked-ai-tech-smugglin...
2•stygiansonic•23m ago•0 comments

Show HN: Hardwaretest.org – Browser-based peripheral diagnostics (no install)

https://hardwaretest.org/
1•zylics•26m ago•0 comments

Trump EPA Nearly Doubles Amount of Formaldehyde Considered Safe to Inhale

https://www.propublica.org/article/epa-formaldehyde-risk-assessment
1•stopbulying•26m ago•1 comments

Use AI to Stand in for a Domain Expert

https://kerrick.blog/articles/2025/use-ai-to-stand-in-for-a-domain-expert/
1•Kerrick•29m ago•0 comments