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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

The YouTube App Is an Authenticator and That's a Problem

https://lowendbox.com/blog/the-youtube-app-is-an-authenticator-and-thats-a-problem/
1•boring_twenties•48s ago•0 comments

!No Pasaran!

https://generalstab.org/wp-content/uploads/no_pasaran-01.jpg
1•jruohonen•2m ago•0 comments

Show HN: Local RAG memory system that AI can write directly to

https://github.com/ptobey/local-memory-mcp
2•ptobey•7m ago•1 comments

Show HN: An exact verifier for one brick in a decades-old quantum math problem

https://zenodo.org/records/20682233
1•nerlwein•10m ago•0 comments

The heck I just stepped into – OpenCode Plans' privacy marketing vs. reality

https://opencode.ai/legal/privacy-policy
1•Frenchwho•12m ago•0 comments

Ramputene DIY

https://www.confuzine.com/2024/09/22/ramputene-diy-donostia-basque-country/
1•jruohonen•13m ago•0 comments

Record Every Meeting

https://rfd.shared.oxide.computer/rfd/0537
1•encodedrose•17m ago•0 comments

AgentGraph – Graph-Based Context Management

https://iancutzu.substack.com/p/agentgraph-graph-based-context-management
1•iancutzul•20m ago•0 comments

Inside Interoception: The hidden sense of how you feel inside

https://www.technologyreview.com/2026/06/12/1138833/inside-interoception-brain-body/
1•bookofjoe•21m ago•1 comments

Kennedy Center board's new bylaws strip funding if center removes Trump's name

https://bsky.app/profile/lizdye.bsky.social/post/3mo4ky6pbgk26
1•hn_acker•24m ago•1 comments

Achieving Pipeline Parallelism on $4 Microcontrollers: Splitting a 42M model

https://github.com/harmansingh4163-ai/ESP-32-s3-Story-maker-LLM
1•Harman-Singh123•26m ago•0 comments

Show HN: Galdor – a Go LLM agent framework with built-in tracing and replay

https://github.com/YasserCR/galdor
2•yassros16•26m ago•0 comments

QuantmLayer – kernel sandbox for coding agents that learns its policy

https://github.com/quantmlayer/quantmlayer
1•mquant•27m ago•0 comments

The Hype Hangover Kicks In

https://www.mikehyland.com/blog/the-developer-mood-june-2026
2•mjhyl•29m ago•1 comments

Show HN: Flashback Booth, A tactile retro photo booth in the browser

https://flashbackbooth.me
1•rairishabh2810•29m ago•0 comments

Metamodernism: The cultural philosophy of the digital age

https://nesslabs.com/metamodernism
1•andsoitis•30m ago•0 comments

How Israel's AI surveillance breakthrough in Iran is reshaping global intel

https://www.calcalistech.com/ctechnews/article/h17rby8bge
2•myth_drannon•31m ago•0 comments

Ask HN: How do you handle billing when event volume exceeds Stripe's limits?

2•badgerino•32m ago•1 comments

Best YouTube Downloader Alternatives That Work in 2026

https://www.youtubexx.com/
2•freeinvoiceflow•32m ago•0 comments

Phone-Free Events Grew 567% Globally in 2026, over 900% in US Alone

https://www.eventbrite.com/blog/press/newsroom/the-rise-of-phone-free-experiences/
5•karakoram•37m ago•0 comments

TimyWind Sailing Game

https://tinywind.io/play?firstvisit=1
2•SubiculumCode•38m ago•0 comments

Snapcompact: SoTA Compaction – Instant, Local, Free. Pick 3

https://blog.can.ac/2026/06/10/snapcompact/
2•himata4113•41m ago•0 comments

Identifying Life-Changing Books with LLMs

https://blog.joellehman.com/identifying-life-changing-books-with-llms.html
3•andsoitis•42m ago•0 comments

Formal Methods and the Future of Programming

https://blog.janestreet.com/formal-methods-at-jane-street-index/
4•sebg•45m ago•0 comments

Shareholder Supremacy and the Precog CEO

https://pluralistic.net/2026/06/13/minority-shareholder-report/
1•hn_acker•45m ago•0 comments

Ask HN: What would you do with a trillion dollars

6•brudgers•45m ago•4 comments

The Future of Crossover

https://www.codeweavers.com/blog/mjohnson/2026/06/11/whats-in-and-whats-out-for-crossover-27
2•akyuu•45m ago•0 comments

Thanks Amazon

https://www.reddit.com/r/ClaudeAI/s/TUivYGKnCK
2•ihazgithub•46m ago•0 comments

Ask HN: If you had a trillion dollars, what would you do?

2•brudgers•46m ago•2 comments

Show HN: Domainbase – Instant domain search and management

https://domainbase.app/
1•alexpate•46m ago•0 comments