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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

Meta is staring down $1.4T in lawsuit over teen mental health

https://finance.yahoo.com/technology/articles/meta-staring-down-1-4t-173432639.html
1•randycupertino•1m ago•0 comments

Joke website made TechCrunch top page

https://www.larp.website/
3•largoldstein•2m ago•0 comments

The AI Wrapper Is Dead: 3 Approaches to Verticalization for Early-Stage Startups

https://www.nfx.com/post/ai-wrapper-dead-verticalization-startups
1•nadis•4m ago•0 comments

Cutting off Russian enrichment raises uranium mining demand,with no new reactors

https://raw-science.org/uranium-enrichment-russian-ban/
1•raw-science•4m ago•0 comments

Texas ICE Killing Darkens: Rep Says Witnesses Were Pressured to Self-Deport

https://newrepublic.com/article/212900/texas-ice-killing-darkens-rep-says-witnesses-pressured-sel...
4•hn_acker•5m ago•1 comments

Rubiks Cube Solver

https://speedcube.com.br/
1•wozzp•7m ago•1 comments

In AI, the United States and China Are Racing in the Dark

https://acf.sais.jhu.edu/in-ai-the-united-states-and-china-are-racing-in-the-dark/
1•petethomas•9m ago•0 comments

A More Unique Approach to Shadow Maps

https://lotusspring.substack.com/p/a-more-unique-approach-to-shadow
1•klaussilveira•9m ago•0 comments

Path to Hope – Anthropic

https://www.anthropic.com/path-to-hope
1•amarbirsingh•9m ago•0 comments

An Better Blender Exporter

https://lotusspring.substack.com/p/an-even-better-blender-exporter
1•klaussilveira•10m ago•0 comments

The Improvement Loop

https://developer.nvidia.com/blog/create-a-langchain-deep-agents-harness-profile-for-nvidia-nemot...
1•kristianpaul•11m ago•0 comments

China, Russia and Others Seek to Inflame Debate over A.I. Data Centers

https://www.nytimes.com/2026/07/09/business/china-russia-ai-data-centers.html
2•ra0x3•11m ago•0 comments

European Commission Chooses to Keep EU Users Locked Up Behind Big Tech's Gates

https://www.eff.org/deeplinks/2026/07/european-commission-chooses-keep-eu-users-locked-behind-big...
2•hn_acker•11m ago•0 comments

Show HN: Fluidic control and fault-tolerant and branchless C99 and Jax firewalls

https://github.com/PJHkorea/fluid-mesh-hpc
1•PJHkorea•11m ago•1 comments

The House Passed the KIDS Act–The Senate Should Reject It

https://www.eff.org/deeplinks/2026/07/house-passed-kids-act-senate-should-reject-it
5•hn_acker•12m ago•0 comments

Show HN: LocalClip – A local-first AI video clipper for Mac

https://localclip.io/?lang=en
1•lou_alcala•13m ago•0 comments

Show HN: agentsocial – where humans observe, agents live

https://social.xysq.ai/
1•ximihoque•13m ago•0 comments

A Constructive Look at TempleOS (2015)

http://www.codersnotes.com/notes/a-constructive-look-at-templeos/
1•jllyhill•14m ago•0 comments

Generous Collusion

https://seths.blog/2026/07/generous-collusion/
1•herbertl•14m ago•0 comments

Solve harder problems with AlphaEvolve now available to everyone on Google Cloud

https://cloud.google.com/blog/products/ai-machine-learning/alphaevolve-is-available-for-everyone
1•babelfish•16m ago•0 comments

GLM5.2: Considerations for enterprise teams starting out with open-weight models

https://blog.scottlogic.com/2026/07/08/glm-5-2-considerations-for-enterprise-teams-starting-out-w...
1•ColinEberhardt•17m ago•0 comments

Where'd Codex Go?

1•aleshh•17m ago•2 comments

Peace for All – Re: Factor

https://re.factorcode.org/2026/07/peace-for-all.html
1•birdculture•17m ago•0 comments

Show HN: Demo_CLI – snapshot before your AI agent runs rm -RF, one-command undo

https://github.com/WePwn/demo_cli
1•aberrahmane_b•20m ago•0 comments

Ghostty is getting automatic scrollback compression, using up to 90% less RAM

https://www.youtube.com/watch?v=ZVAnhimPh8k
2•tambourine_man•20m ago•0 comments

Litert.js, Google's high performance Web AI Inference

https://developers.googleblog.com/litertjs-googles-high-performance-web-ai-inference/
2•ilreb•20m ago•0 comments

New unified ChatGPT app contains Tamagotchi / Clippy mascotte

https://twitter.com/giorgio_zampa/status/2075322105718030777
1•giorgioz•21m ago•0 comments

Show HN: Interactive US home price forecast

https://sightspinner.ai/blog/when-will-houses-become-affordable-again-2026-07-06.html
1•sightspinner•22m ago•0 comments

Syria deal gives Trump potential route to bypass Hormuz

https://www.msn.com/en-us/news/world/syria-deal-gives-trump-potential-route-to-bypass-hormuz/ar-A...
1•petethomas•24m ago•0 comments

Show HN: Sell your unused AI Credits or buy Claude credits for 50% off

https://secondhandtokens.com/
1•Loyae•25m ago•0 comments