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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

Query Faster, Query Smarter: Our Move to DuckDB and What We Learned

https://medium.com/arcesium-engineering-blog/query-faster-query-smarter-our-move-to-duckdb-and-wh...
1•speckx•1m ago•0 comments

Rememori – zero-dependency agent memory that runs anywhere JavaScript runs

https://rememori.dev
1•GiorgioDotcom•3m ago•0 comments

Use the alphabet: human-friendly geocoding, unlike what3words

https://ssrn.com/abstract=6879364
1•edmund_day•3m ago•0 comments

PDF 2.0: New Features, Real-World Impact

https://pdfa.org/pdf-2-0-new-features-real-world-impact/
1•Tomte•3m ago•0 comments

SMS for Hobbyist Projects

https://payne.org/projects/sms-for-hobbyists/
1•payne92•5m ago•1 comments

Show HN: DocFlow – AI documentation updates for GitHub pull requests

https://aicodedocumentationgenerator.com/
1•Aldasams•6m ago•0 comments

Fediverse.info: Social media that belongs to you

https://fediverse.info/
1•rapnie•9m ago•0 comments

CorvinOS – an agentic OS where GDPR/EU AI Act compliance can't be switched off

https://github.com/CorvinLabs/CorvinOS
1•shumway•11m ago•0 comments

Claude Code Antigravity CLI Agents Skill

https://github.com/markfulton/claude-antigravity-agents
1•DotSauce•11m ago•0 comments

Show HN: Mondael.com – Institutional Intelligence for Prediction Markets

https://mondael.com
1•16th_hop•13m ago•0 comments

Show HN: Sonn a reasoning layer that nudges coding agent before it makes mistake

https://sonn.dev
1•AlexSonn•13m ago•0 comments

Show HN: Phobos – A tiny scale-free kernel language with tile-DAG support

https://www.joa-ebert.com/posts/2026-07-07-phobos-lang/
2•joajoa•14m ago•0 comments

Eliminating Go bound checks with unsafe

https://blog.andr2i.com/posts/2026-07-06-eliminating-go-bound-checks-with-unsafe
1•g0xA52A2A•14m ago•0 comments

Most AI Work Can Wait

https://tomtunguz.com/ai-execution-routing/
1•speckx•14m ago•0 comments

Show HN: Excogni – open-source cognitive training that can't leak your email

https://xcgni.com/
1•brna-2•15m ago•0 comments

Amazon aims to raise $25B from bond sale, Bloomberg News reports

https://www.reuters.com/legal/transactional/amazon-aims-raise-25-billion-bond-sale-bloomberg-news...
2•enlightpixel•15m ago•0 comments

ScreenStack Is Looking for Design Partners

1•ud0•16m ago•0 comments

Mark Zuckerberg's biggest legal nightmare yet could cost Meta $1.4T

https://www.the-independent.com/tech/mark-zuckerberg-meta-fine-trillion-b3010281.html
10•wrxd•16m ago•0 comments

OpenCRA

https://github.com/borisRadonic/OpenCRA
3•BorisRadonic•18m ago•1 comments

The Gap Map v0.1

https://www.currentai.org/blogs/introducing-the-gap-map-v0-1
1•surprisetalk•19m ago•0 comments

Show HN: Sprytools – 26 small developer APIs behind one key

https://sprytools.com/api/
1•grenzfrei•19m ago•0 comments

Netherlands recruited 29 top scientist leaving U.S. under Trump

https://nltimes.nl/2026/07/07/netherlands-recruited-29-top-scientist-leaving-us-trump
2•jacquesm•19m ago•1 comments

Hacking the bureaucracy to get stuff done (2020)

https://www.zainrizvi.io/blog/hacking-the-bureaucracy-to-get-stuff-done/
1•cdirkx•20m ago•0 comments

A visual calculator to estimate and compare LLM API pricing

https://neutraloverdrive.com/tools/token-calculator/
1•brancpa•20m ago•0 comments

Software is eating the world, AUTONOMOUSLY

https://2030.marketing/software-is-eating-the-world-autonomously/
1•TechOnionKing•20m ago•0 comments

Space Force's high-powered electro beam nullifies hostile satellites

https://newatlas.com/military/space-force-meadowlands-satellite-blinding-beam-weapon/
3•geox•22m ago•0 comments

Show HN: SigMap – deterministic repo maps for AI coding agents

https://sigmap.io
2•cees007•22m ago•0 comments

Ask HN: What are alternative to Upwork for side gig?

2•user7878•22m ago•1 comments

Show HN: Sdlc factory built on pi.dev:intent->DDD->architecture->tested code

https://github.com/arman-jalili/guardian-framework
1•arman-w-jalili•23m ago•0 comments

Court allows far-right leader Marine Le Pen to run for president

https://www.nbcnews.com/world/europe/france-far-right-marine-le-pen-presidential-election-macron-...
2•Alien1Being•23m ago•1 comments