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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

Development Update, August 2026 – GIMP

https://www.gimp.org/news/2026/08/16/dev-update-august-2026/#new-project-file-format
2•OptionOfT•1m ago•0 comments

Show HN: Nomoads – a local DNS ad blocker for iOS

https://nomoads.com/
1•vin-vlad•2m ago•0 comments

Show HN: Lumon Industries Severance game – a retro-pixel browser adventure

https://severance.lol/
1•Extender777•2m ago•0 comments

Logical – My Codes Are Perfect

http://logicalawesome.com
1•Topfi•2m ago•1 comments

Show HN: Agent Mesh – Shared system for Human and multi-Agent coordination

https://github.com/cbalgeman/agent-mesh
1•balgeman•2m ago•0 comments

Best GitHub Alternatives

https://www.jamdesk.com/blog/best-github-alternatives
3•spy888•2m ago•0 comments

Show HN: The AI Reputation Manager

https://moregoodreviews.com/ai
1•Brandwagon•3m ago•0 comments

Sainsbury's branch pauses AI cameras use after shopper ejected

https://www.bbc.co.uk/news/articles/cddjlmeqjgyo
2•edward•4m ago•0 comments

The Message Isn't the Medium: In Defense of LLM-Assisted Writing

https://claude.ai/share/99bfee0f-bab9-4593-aabb-377e71f1151d
1•supermatt•4m ago•0 comments

The Curious Incidents with DNS in the Sandbox at Escape-Time

https://chasersystems.com/blog/the-curious-incidents-with-dns-in-the-sandbox-at-escape-time/
1•new23d•6m ago•1 comments

Groq Valued at $3.5B in Funding Round After Nvidia Deal

https://www.bloomberg.com/news/articles/2026-08-17/groq-valued-at-3-5-billion-in-funding-round-af...
2•sbulaev•6m ago•0 comments

Show HN: SSLCanary – SSL and domain-name expiry monitoring across many domains

https://sslcanary.com/en/tools/ssl-checker
2•apancyborg•7m ago•0 comments

Computational Anatomy

https://en.wikipedia.org/wiki/Computational_anatomy
1•num42•8m ago•0 comments

FairRWLock: Starvation-Resistant Reader-Writer Lock

https://github.com/adanil-code/FairRWLock
1•adanil_•9m ago•1 comments

In Search of the Sequel to Chaos Theory

https://matthewleighton.substack.com/p/in-search-of-the-sequel-to-chaos
1•mleighton•9m ago•0 comments

65% of Hacker News Posts Have Negative Sentiment, and They Outperform

https://philippdubach.com/posts/65-of-hacker-news-posts-have-negative-sentiment-and-they-outperform/
2•alephnerd•9m ago•0 comments

Tech adds phone tracking to license plate readers, associates devices with cars

https://theconversation.com/new-tech-adds-phone-tracking-to-license-plate-readers-associating-dev...
2•frm88•11m ago•1 comments

Forgejo

https://forgejo.org/
1•Igrom•12m ago•0 comments

Galois / Twisp: Avoiding Foolishness in Distributed Systems

https://www.galois.com/articles/galois-twisp-avoiding-foolishness-in-distributed-systems
2•surprisetalk•12m ago•0 comments

Oops, Should've Thought of That

https://blog.jim-nielsen.com/2026/oops-shouldve-thought-of-that/
1•Brajeshwar•14m ago•0 comments

Best Enterprise AI Gateway for Scalability and Cost Control

https://medium.com/@sebuzdugan/best-enterprise-ai-gateway-for-scalability-and-cost-control-837680...
1•sebuzdugan•16m ago•0 comments

Option Prices Imply Little Will Happen This Coming Month

https://www.emergingtrajectories.com/lh/cboe-indices-too-calm/
1•cl42•17m ago•0 comments

Self-Hosted Sandbox for Coding Agents

https://medium.com/@Koukyosyumei/self-hosted-sandbox-for-coding-agents-bf1f16c9144e
2•syumei•17m ago•0 comments

Is Europe safer than America?

https://www.economist.com/graphic-detail/2026/08/09/is-europe-safer-than-america
3•alphabetatango•19m ago•4 comments

Which countries have passed peak population, and when will the rest do?

https://ourworldindata.org/which-countries-have-already-passed-peak-population-and-when-will-the-...
2•alphabetatango•20m ago•0 comments

Show HN: Smplkit – feature flags, remote config, dynamic log levels – solo dev

https://www.smplkit.com/
1•mike-gorman•25m ago•0 comments

Kickstart Exchange

https://exchange.kickstart.tools/
2•wrxd•25m ago•0 comments

Netlify is building its own Git platform

https://www.netlify.com/blog/netlify-source-with-netlify-cto-dana-lawson/
3•serhalp•25m ago•0 comments

The Secret Word Game Bank of America's CEO Plays with Wall Street

https://www.wsj.com/finance/banking/the-secret-word-game-bank-of-americas-ceo-plays-with-wall-str...
1•gmays•26m ago•0 comments

Modular Cognitive Architecture Emerges in Large Language Models

https://arxiv.org/abs/2608.13567
2•Brajeshwar•29m ago•0 comments