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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo 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•8mo 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•8mo 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

I've Started Thinking in ChatGPT Responses

https://toothbrush.blog/ive-started-thinking-in-chatgpt-responses/
1•tbmtbmtbmtbmtbm•1m ago•0 comments

Your Own AI Developer on GitHub

https://rellfy.com/blog/your-own-ai-developer-on-github/
1•rellfy•6m ago•0 comments

ClipMind – Search your clipboard by meaning using local embeddings

https://github.com/arpitg1304/clipmind
1•agog13•7m ago•1 comments

Building a Year-Long Battery-Powered Wi-Fi Temperature Sensor

https://medium.com/@lee.harding/building-a-year-long-battery-powered-wifi-temperature-sensor-8b1d...
1•mlhpdx•8m ago•0 comments

Moltbook

https://www.moltbook.com/
2•teej•10m ago•1 comments

Medical journal publishes a letter on AI with a fake reference to itself

https://retractionwatch.com/2026/01/28/medical-journal-publishes-a-paper-on-ai-with-a-fake-refere...
1•leephillips•11m ago•0 comments

Ask HN: How do you force yourself to take breaks while coding?

1•glidea•12m ago•1 comments

Infostealers added Clawdbot to their target lists before security teams knew

https://venturebeat.com/security/clawdbot-exploits-48-hours-what-broke
1•vismit2000•12m ago•0 comments

MoltBot Guide – Open-source AI assistant I'm betting on

https://moltai.bot
2•CaptainJack_X•15m ago•1 comments

Strangerbench: A benchmark for AI forecasting after training cut-off dates

https://github.com/firasd/strangerbench
1•firasd•17m ago•0 comments

Can a Pendulum be a Battery? [video]

https://www.youtube.com/watch?v=uqmT1GzRXWI
1•chii•20m ago•0 comments

Clay, an A.I. Sales Startup, Lets Employees Cash Out. Again

https://www.nytimes.com/2026/01/28/business/dealbook/clay-start-up-tender-offers.html
1•AbstractH24•20m ago•1 comments

Learning Without Certainty

https://sharedphysics.com/no-lessons-to-be-learned/
1•goopthink•20m ago•0 comments

Learning new libraries feels pointless and has destroyed my love of programming

1•Jumba626•24m ago•1 comments

How Replacing Developers with AI Is Going Horribly Wrong [video]

https://www.youtube.com/watch?v=ts0nH_pSAdM
1•aussieguy1234•27m ago•0 comments

Piooy

https://piooy.com
2•moxiaoman•32m ago•0 comments

PicTranslate

https://pictranslate.net
1•zhouhua•35m ago•1 comments

Show HN: MetalGraph – Visual node editor for SwiftUI Metal shaders

https://www.metal.graphics/app
2•v_baro•44m ago•0 comments

House Republicans propose voting changes as Trump administration eyes midterms

https://apnews.com/article/midterms-voting-laws-photo-id-citizenship-republicans-feecb51a6efa41cf...
2•petethomas•47m ago•2 comments

4x faster network file sync with rclone (vs rsync) (2025)

https://www.jeffgeerling.com/blog/2025/4x-faster-network-file-sync-rclone-vs-rsync/
1•indigodaddy•48m ago•0 comments

Clear skies and autonomous Waymo rides at SFO

https://waymo.com/blog/2026/01/waymo-rides-at-sfo
2•standardUser•49m ago•1 comments

Mourning Didier Spaier of the slint accessibility Linux distro

https://www.freelists.org/post/slint/Very-sad-news,41
1•pabs3•54m ago•1 comments

Stargaze: SpaceX's Space Situational Awareness System

https://starlink.com/updates/stargaze
3•hnburnsy•54m ago•0 comments

Generating Mandelbrot Set Images with Kotlin

https://www.lasantha.org/blog/generating-mandelbrot-set-images-with-kotlin/
1•kiriberty•55m ago•1 comments

Understanding the Monad Design Pattern in Kotlin

https://www.lasantha.org/blog/understanding-the-monad-design-pattern-in-kotlin/
1•kiriberty•55m ago•1 comments

Tuning Random Generators: Property-Based Testing as Probabilistic Programming [pdf]

https://web.cs.ucla.edu/~todd/research/oopsla25a.pdf
1•PaulHoule•58m ago•0 comments

IO_uring Zero-Copy Large Receive Buffer Support

https://www.phoronix.com/news/IO-uring-zcrx-Large-RX
1•saurabh•59m ago•0 comments

Moltworker: Running Personal AI Agents on Cloudflare Without Hardware

https://a2aprotocol.ai/blog/2026-moltworker-complete-guide
1•QingWu•1h ago•0 comments

Show HN: I Built a Multiplayer Game in 4 Days Without Writing Code

1•fcavalcantirj•1h ago•1 comments

Deploy OpenAgents on Zeabur

https://openagents.org/blog/posts/2026-01-14-tutorial-deploying-openagents-network-on-zeabur
1•snasan•1h ago•1 comments