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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: HyperOS Unfcker

https://github.com/Enki013/hyperosunfcker
1•vednig•30s ago•0 comments

Hello There

https://www.thegoalonline.com/atlantis-marketplace/rotator
1•robert753•1m ago•0 comments

The AI-Native Company

https://danielmiessler.com/blog/the-ai-native-company
1•zjh•1m ago•0 comments

Ask HN: Analogy for Database Modification Recovery?

1•shivajikobardan•3m ago•0 comments

We Reduced API Requests in the Hetzner Cloud Controller Manager

https://www.hetzner.com/blog/How-we-reduced-API-requests-in-the-Hetzner-Cloud-Controller-Manager/
1•lukasmetzner•7m ago•0 comments

Apple and AI: Siri the Early Years

https://thechipletter.substack.com/p/apple-and-ai-siri-the-early-years
1•rbanffy•9m ago•0 comments

PandaOS is the local AI workspace for builders

https://pandaos.ai/
1•doener•17m ago•1 comments

Negative Visualization

https://en.wikipedia.org/wiki/Negative_visualization
1•gurjeet•17m ago•0 comments

Noviz AI is a architecture and sourcecode for ERP AI agents

1•tajdink•19m ago•0 comments

Ha.mr – short URLs using compression

https://ha.mr
1•matan-h•22m ago•1 comments

Eclipse: The Xiaomi 17 Ultra Confuses the Moon and the Sun

https://www.frandroid.com/marques/xiaomi/3211257_photo-de-leclipse-on-a-perce-a-jour-la-petite-tr...
2•n_plus_1_acc•24m ago•0 comments

Private security firms will soon be allowed to hack overseas cybercriminals

https://arstechnica.com/security/2026/08/white-house-recruits-security-firms-to-hack-overseas-cyb...
2•joozio•25m ago•1 comments

The Body Remembers but the Doctor Cannot- Experiments with AI in Personal Health

https://karankurani.com/writing/post/w_20260721140414_b0e102/the-body-remembers-but-the-doctor-ca...
2•BIackSwan•28m ago•0 comments

NPM Left-Pad Incident

https://en.wikipedia.org/wiki/Npm_left-pad_incident
4•gherkinnn•36m ago•0 comments

Show HN: OpenCode Auto Permissions – automatic review of permission prompts

https://github.com/hueyexe/opencode-auto-permissions
2•huey77•39m ago•0 comments

Mistral AI wants to build 1 gigawatt of European compute by 2030

https://venturebeat.com/infrastructure/mistral-ai-wants-to-build-1-gigawatt-of-european-compute-b...
5•tosh•39m ago•0 comments

Pay for SF uniformed police and Sheriff deputies is approaching $900k per year

https://twitter.com/loomdoop/status/2087994362219450743
3•MrBuddyCasino•40m ago•0 comments

The Case for Deliberately Building Less Software [video]

https://www.youtube.com/watch?v=I1Iw5yKmR5U
2•pierres7•40m ago•1 comments

Duxpath AI

1•SharkEdgeVision•43m ago•1 comments

Evaluating AI SRE Agents in Production (OpenSRE) – Evaluation

https://one2n.io/blog/how-to-evaluate-ai-sre-agents-for-production
1•srivatsa_rv•44m ago•1 comments

How a giant battery is transforming a town centre in Cannington, Ontario

https://betakit.com/how-a-giant-battery-is-transforming-a-town-centre-in-cannington-ontario/
4•builtbystef•52m ago•0 comments

Qwen3.8 2.4T A95B: Intelligence, Performance and Price Analysis

https://artificialanalysis.ai/models/qwen3-8-2-4t-a95b
1•theanonymousone•52m ago•0 comments

Product Purchased Badge

https://apps.shopify.com/product-order-history
1•expoundcoderz•53m ago•1 comments

OpenAI's Rogue-Agent Incident Has Become a Test of Its Safety Culture

https://ai-updates.net/openai-rogue-agent-incident-safety-culture-test/
1•ashurandi•54m ago•0 comments

Show HN: NotABot – A game to help train human-vs-bot detection models

https://notabot-five.vercel.app
2•zefparis•55m ago•0 comments

Open-sourcing the For You timeline in X.com

https://twitter.com/i/status/2087951962004230428
1•yarapavan•59m ago•1 comments

Show HN: WinCore – Open-Source Windows Utilities for AI and PyTorch

https://github.com/FWKMultiverse/WinCore
1•FWK_Multiverse•1h ago•0 comments

Apple Pay Chief Jennifer Bailey Retiring in October

https://www.macrumors.com/2026/08/11/apple-pay-chief-retiring/
2•ksec•1h ago•1 comments

The Lens structured patent database

https://www.lens.org/lens/search/patent/structured
1•q7m•1h ago•0 comments

RIP Claude – Aggressively writer-hostile

https://randsinrepose.com/archives/rip-claude/
2•LexSiga•1h ago•3 comments