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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

Chattanooga's Ambitious Plan to Become America's Quantum Capital

https://www.forbes.com/sites/jonathanreichental/2026/10/24/chattanoogas-ambitious-plan-to-become-...
1•willswire•36s ago•0 comments

Panfrost is now using Kraid

https://www.collabora.com/news-and-blog/news-and-events/panfrost-is-now-using-kraid.html
1•losgehts•4m ago•0 comments

Best Database Design Tools for 2027: Windows, macOS and Linux

https://visualeaf.com/blog/best-database-design-tools/
2•business_analys•4m ago•0 comments

Anthropic rushing IPO before AI bubble bursts

https://nypost.com/2026/10/23/business/wall-street-is-urging-anthropic-openai-to-do-their-ipos-in...
3•nothrowaways•6m ago•0 comments

Senior devs are in their Kasparov era

https://www.reddit.com/r/ClaudeAI/comments/1xfs6h7/senior_devs_are_in_their_kasparov_era/
1•redbell•7m ago•0 comments

Show HN: Gostman – Open-source API client with Git-friendly YAML collections

https://gostman.com/
1•kentuckyrc•7m ago•0 comments

Show HN: 25launches – I built a Linktree for my product launches

https://25launches.com
1•bilyas509•7m ago•1 comments

LearnHarness – An Agent Harness for Learning

https://github.com/amosblomqvist/learnharness
2•abhaynayar•9m ago•0 comments

Anthropic Reveals 14-Fold Increase in Growth as It Prepares for Blockbuster IPO

https://www.nytimes.com/2026/10/26/technology/anthropic-ipo-finances.html
1•jbegley•10m ago•0 comments

AI is coming for accounting after coding

2•shoman3003•12m ago•0 comments

Anthropic files for listing on US stock market: valuation of more than $1.5T

https://www.theguardian.com/technology/2026/oct/26/anthropic-files-listing-stock-market
2•bookofjoe•12m ago•0 comments

The MS-DOS Moment of AI

https://rruxandra.github.io/the-msdos-moment.html
2•rruxandra•14m ago•0 comments

Show HN: Sbr, a sing-box compatible client for government resistant VPN infra

https://sbr.blit.cc/benchmarks/
1•antihero•16m ago•0 comments

Land Value Capture in Practice: Ethiopia's Urban Land Lease System

https://blog.landeconomics.org/p/land-value-capture-in-practice-reflections
1•surprisetalk•16m ago•0 comments

Show HN: MindThread CLI and MCP server for Threads, with per-permission approval

https://github.com/ppcvote/mindthread-mcp
1•ppcvote•17m ago•1 comments

LTX-2.5-22B-IC-LoRA AI video studio with codex application protocol

https://github.com/andrewarrow/aivs
1•andrewfromx•17m ago•0 comments

Show HN: Tenivel – Local-first personal finance manager, no cloud

https://tenivel.com
1•sayraen•18m ago•0 comments

Rastafarians in Jamaica want more rights

https://www.economist.com/the-americas/2026/10/22/rastafarians-in-jamaica-want-more-rights
1•bookofjoe•20m ago•1 comments

AZEL -Panzer Dragoon RPG- for PC

https://www.yabasanshiro.com/pds-recompile
1•AdmiralAsshat•21m ago•0 comments

The new iPad mini

https://www.apple.com/newsroom/2026/10/apple-gives-ipad-mini-its-biggest-update-ever/
6•soheilpro•22m ago•0 comments

Unveiling The Grid: PCBs made in America, twice as fast as Shenzhen

https://www.circuithub.com/post/unveiling-the-grid
4•seddona•23m ago•1 comments

Show HN: LiveWorldTrends – Real-time 3D globe of global trends and crisis radar

https://liveworldtrends.com
1•liveworldtrends•25m ago•1 comments

How to build the AI platform your company needs

https://www.theaithinker.com/p/how-to-build-the-ai-platform-your
1•adamfaik•25m ago•0 comments

Anthropic Unveils IPO Paperwork

https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-10-26-2026
2•pseudocoup•25m ago•0 comments

Anthropic Officially Files S1 – Shows $81B Net Loss

https://twitter.com/anthropicai/status/2114705042817110293
8•epsteingpt•26m ago•2 comments

Anthropic S-1

https://www.sec.gov/Archives/edgar/data/2130357/000162828026067168/anthropicpbc-sx1.htm#ica694c85...
3•ChrisbyMe•27m ago•0 comments

Formalizing Julia in Lean (and finding 400 bugs in Base)

https://discourse.julialang.org/t/formalizing-julia-in-lean-and-finding-400-bugs-in-base/140243
1•yurivish•27m ago•0 comments

iPhone Duo: Impressions in Motion

https://basicappleguy.com/basicappleblog/iphone-duo-impressions-in-motion
2•frizlab•29m ago•3 comments

Anthropic files S-1 with the SEC for proposed initial public offering

https://www.anthropic.com/news/s1-sec
8•meetpateltech•30m ago•0 comments

Show HN: Open public GitHub React repo in the browser – no clone, no install

https://blog.crossui.com/2026/10/open-the-repo-you-were-about-to-clone
1•linb•30m ago•0 comments