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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

Proactive AI for Superintelligent Agents

https://research.google/pubs/proactive-ai-for-superintelligent-agents/
1•theanonymousone•7m ago•0 comments

Ask HN: What happened to Anti-Virus suites?

1•scanny•8m ago•1 comments

The McGurk effect: what you see changes what you hear

https://www.transitivebullsh.it/projects/the-mcgurk-effect
1•transitivebs•8m ago•1 comments

Meta Opens Muse Spark's Weights with Strings Attached

https://ailately.com/articles/meta-muse-spark-open-weights
1•ryanedennis•9m ago•0 comments

Comparison of Browser Engines

https://en.wikipedia.org/wiki/Comparison_of_browser_engines
1•andsoitis•10m ago•0 comments

Open Source Without the Open Door

https://abbykearns.substack.com/p/open-source-without-the-open-door
1•gpi•12m ago•0 comments

We found a Tencent agent fleet

https://swarmcha.se/posts/chinese-agent-fleet-full-report
2•rurban•13m ago•1 comments

Show HN: SpeakoFlow – Free, open-source voice typing for Windows, Mac and Linux

https://www.speakoflow.com/
1•AbhishekBarali•13m ago•0 comments

ConvyCanvas – AI Tutor for Euclid's Elements

https://convycanvas.com/elements/reader/#euclid_i/prop_001
1•atomicnature•15m ago•0 comments

Raz is a new programming language that compiles to C++

https://github.com/marboris/razlang
1•mehrabsp•16m ago•0 comments

Retired UPenn professor arrested after blocking Uber Eats robots

https://www.phillyvoice.com/philly-woman-arrested-uber-eats-robot-protest/
2•danso•16m ago•1 comments

The AI Paradox

https://www.youtube.com/watch?v=dcolM6W5Odc
1•penguin_booze•16m ago•0 comments

Show HN: UAC-Less Sudo for Windows

https://github.com/parkovski/wsudo
1•parkovski•19m ago•0 comments

The Rise of the Meritocracy (1958)

https://en.wikipedia.org/wiki/The_Rise_of_the_Meritocracy
3•theanonymousone•21m ago•0 comments

The Ronco Principle

https://paulgraham.com/ronco.html
3•tosh•22m ago•0 comments

Ask HN: How are you all ensuring your AI code isn't slop?

https://github.com/trypando/pando
1•bemeeker•22m ago•1 comments

A free .si domain checker with real registry data and sales comps

https://worthly.si/
1•mousabelhag•24m ago•0 comments

Hermes Agent: My containerized take

https://ricardodevries.com/blog/hermes-agent-my-containerized-take
2•ricardodevries•25m ago•0 comments

It's time to make your own RSS reader

https://tailscale.com/blog/self-hosted-rss-reader-freshrss
2•Brajeshwar•28m ago•1 comments

I built a mood tracker that helps you understand why you feel the way you do

https://apps.apple.com/us/app/moodpulse-mood-tracker/id6760206782
1•jimmy_lee•28m ago•0 comments

Some plants use carbon from fungi in addition to photosynthesis

https://scienceandfiction.net/stories/46_well-connected/
3•hhartmann•29m ago•1 comments

Creating Apps in SailfishOS Using Golang: Daemons and Stuff

https://chrastecky.dev/programming/creating-apps-in-sailfish-os-using-golang-daemons-and-stuff
1•Rikudou•29m ago•0 comments

Copycat Websites: The Endless Mayfly Network (2020)

https://casebook-static.pages.dev/case-studies/copycat-websites-endless-mayfly-network/
1•eustoria•29m ago•0 comments

US federal budget deficit jumps 12% in one year to nearly $2 Trillion

https://finance.yahoo.com/economy/policy/article/the-us-federal-budget-deficit-for-2026-just-came...
3•ck2•30m ago•2 comments

Capturing 400 American Girls and Their Most Meaningful Objects

https://petapixel.com/2026/10/17/photographer-spends-six-years-capturing-400-american-girls-and-t...
1•eustoria•30m ago•0 comments

Open and Emergent Problems in Agentic Privacy and Security

https://research.google/pubs/open-and-emergent-problems-in-agentic-privacy-and-security-a-context...
1•eustoria•31m ago•0 comments

The Engineering Behind the Internet [video]

https://www.youtube.com/watch?v=NiCgcUTL9_Q
2•gmays•33m ago•0 comments

CVE-2026-49950 and Why Upgrading Xinference Isn't Enough

https://medium.com/@husenet/cve-2026-49950-and-why-upgrading-xinference-isnt-enough-dd3c1f75deac
3•wondersky•35m ago•0 comments

Polymarket saw $600M in election trades after the elections were over

https://www.wired.com/story/over-dollar600-million-traded-on-polymarket-election-contracts-after-...
2•wondersky•39m ago•0 comments

Show HN: Open Scrantic – Johnny Castaway in Rust, from Disassembly via REA

https://github.com/glauberlima/open-scrantic
1•glauber•40m ago•0 comments