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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

Show HN: Multi Agent Protocol for AI Scientist by Hexo Labs

https://github.com/hexo-ai/socrates
1•martianvoid•1m ago•0 comments

IBM claims first sub-1 nanometer chip technology

https://arstechnica.com/gadgets/2026/06/ibm-claims-worlds-first-sub-1-nanometer-chip-technology/
1•Gedxx•2m ago•0 comments

No one is self-made

https://aeon.co/essays/zhuangzi-and-the-case-against-meritocracy
2•robtherobber•3m ago•0 comments

What is IBM's nanostack chip architecture

https://research.ibm.com/blog/what-is-a-nanostack
1•rolivercoffee•4m ago•0 comments

Emperor penguin chicks jump off a 50-foot cliff in Antarctica

https://www.youtube.com/watch?v=4PwDFddpo4c
1•bookofjoe•4m ago•0 comments

Show HN: Claude Code Session Trace/Browse Tool (Python)

https://github.com/yonk-labs/claude-session-analyzer
1•TheMadHatter76•4m ago•0 comments

The protocol is not the thing to get good at, the AX discipline is

https://www.oreilly.com/radar/stop-getting-good-at-protocols-get-good-at-agent-experience/
1•developsean•5m ago•0 comments

'Digit' maker Agility Robotics to go public in $2.5B deal

https://www.geekwire.com/2026/digit-maker-agility-robotics-to-go-public-in-2-5b-deal-heres-what-t...
1•ripe•6m ago•0 comments

The Architecture Rules a Linter Can't Check

https://defendi.dev/blog/architecture-rules-a-linter-cant-check
1•mooreds•7m ago•0 comments

White House Helped Mark Zuckerberg and the Google CEO Dodge a Senate Grilling

https://www.politico.com/news/2026/06/24/white-house-helped-mark-zuckerberg-and-the-google-ceo-do...
1•giuliomagnifico•7m ago•0 comments

The open-source AI bookmark manager for busy people

https://www.cachd.app/en-US
1•gsmt•8m ago•0 comments

Show HN: Turn native language audio into flashcards and shadowing practice

https://lingochunk.com/try
2•alder•8m ago•0 comments

Making Your eBPF Agents Unkillable

https://www.youtube.com/watch?v=CMLBZud1H6I
1•snaveen•9m ago•0 comments

The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers

https://arxiv.org/abs/2405.17739
2•droidjj•10m ago•0 comments

Show HN: Visual Workspace for Agents Based on Unix

https://www.prototyper.co
2•thijsverreck•16m ago•0 comments

Show HN: Vibesolve.ai – Turn plain English into Timefold code

https://www.vibesolve.ai/
4•jahala•16m ago•0 comments

Offline Mac Voice Assistant – Control Your Computer with Zero Data Leaving

https://github.com/dikshantrajput/LocalClicky
1•michael-sumner•19m ago•0 comments

Curse of Knowledge

https://en.wikipedia.org/wiki/Curse_of_knowledge
1•thunderbong•20m ago•0 comments

We have more impact than we know

https://www.autogram.id/alex/thoughts/we-have-more-impact-than-we-know
1•alexakten•22m ago•0 comments

Notes on Amazon vs. Perplexity

https://educatedguesswork.org/posts/notes-amazon-perplexity/
2•ibobev•24m ago•0 comments

Thoughts on Role Confusion

https://www.gilesthomas.com/2026/06/role-confusion
1•ibobev•24m ago•0 comments

Why I wrote PEP 832: virtual environment discovery

https://snarky.ca/why-i-wrote-pep-832-virtual-environment-discovery/
1•ingve•26m ago•0 comments

Microspeak elaborated: Isn't escrow just a release candidate by another name?

https://devblogs.microsoft.com/oldnewthing/20260623-00/?p=112462
1•ibobev•26m ago•0 comments

Elon Musk loses trillionaire status as SpaceX and Tesla stock drops

https://www.theguardian.com/technology/2026/jun/24/elon-musk-trillionaire-spacex
3•vrganj•27m ago•0 comments

LLM APIs with built-in chatbot in 1 line of code

https://flama.dev/blog/serving_llms_with_flama_cli/
17•vorticotech•29m ago•0 comments

Open-source platform for multi-agent workflows

https://www.simple-agent-manager.org/
4•mliezun•33m ago•1 comments

What Europe's heat wave means for the power grid

https://www.technologyreview.com/2026/06/25/1139690/europe-heat-wave-grid/
1•joozio•33m ago•0 comments

Opus 4.8 feels worse then sonnet

2•mrprincerawat•34m ago•3 comments

Adding BASIC09 front end tool to LLVM

https://discourse.llvm.org/t/rfc-adding-basic09-frontend-tool-to-llvm/91141
1•lproven•34m ago•0 comments

Global warming has made Europe's heatwave 2-4°C worse

https://www.economist.com/science-and-technology/2026/06/24/global-warming-has-made-europes-heatw...
1•Anon84•36m ago•0 comments