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Ask HN: What are your advice for a CS/IT student for the future?

2•L0in•1m ago•1 comments

AI Alignment Considered Harmful

http://togelius.blogspot.com/2026/11/ai-alignment-considered-harmful.html
1•pretext•3m ago•0 comments

Show HN: I Built Duolingo for Anything

https://www.lunalearn.app
1•allybahaei•7m ago•0 comments

Codex is my Linux Janitor

https://nickfa.ro/wiki/Codex_is_my_Linux_Janitor
1•superdisk•8m ago•0 comments

Show HN: Throng, a project first, terminal 2nd IDE for command line people

https://github.com/Bidthedog/throng/
1•Spikeh•15m ago•0 comments

The complete history of Civilization, as told by Sid Meier and more [video]

https://www.youtube.com/watch?v=SdfxTXCw15s
2•doener•15m ago•0 comments

Best Gym Management Software

https://weekspro.com
1•amirbahal•16m ago•0 comments

Muru: Looking Inside the Workers

https://grahamdumpleton.me/posts/2026/11/muru-looking-inside-the-workers/
1•lumpa•17m ago•0 comments

Stable URLs for 42,000 Huts and Peaks

https://peter-hoffmann.com/2026/stable-urls-for-huts-and-peaks.html
1•lumpa•18m ago•0 comments

Impressive Stunt Car racer port on the NES [video]

https://www.youtube.com/watch?v=9GRFNThJIIQ
1•jjbinx007•21m ago•0 comments

Pillow – Friendly PIL Fork

https://pillow.readthedocs.io/en/stable/
2•ankitg12•22m ago•1 comments

WIKI New Link (V3)

http://zqktlwiuavvvqqt4ybvgvi7tyo4hjl5xgfuvpdf6otjiycgwqbym2qad.onion/
2•nickleman•23m ago•0 comments

Dear Open Source Developers: It's OK Not to Embargo

https://opensourcesecurity.io/2026/10-embargo/
2•birdculture•25m ago•0 comments

Petered (what happens after the Peter Principle)

https://aworkinglibrary.com/writing/petered
6•adrianhoward•26m ago•0 comments

Show HN: An open-source IDE for software architecture

https://github.com/swiftbuild-ai/swiftbuild
1•purnavu_12•29m ago•0 comments

A Minecraft launcher for Arch Linux with zero telemetry (PyQt6)

https://github.com/Ludvig2457Ultra/SuperLauncherMC
1•ludvig2457real•35m ago•1 comments

JIT bitmap text rendering for microcontrollers

https://linebender.org/blog/jit-bitmap-text/
1•dmit•40m ago•0 comments

Writing as a Thinking Tool

http://muratbuffalo.blogspot.com/2026/11/writing-as-thinking-tool.html
3•jruohonen•40m ago•0 comments

GitHub: Increase in timeouts for some unauthenticated users

https://www.githubstatus.com/incidents/pyynvrm1vskw
1•exploraz•41m ago•1 comments

A Faster Bluetooth OTA Update for the ESP32

https://groundrun.io/blog/faster-bluetooth-over-the-air-update-esp32/
1•adunk•51m ago•0 comments

Show HN: PicoDiet – compress images to a visual quality score, not a setting

https://picodiet.com/
1•tevkert•54m ago•0 comments

Investigating Jared Kushner's Empire of Fraud and Corruption [video]

https://www.youtube.com/watch?v=MM7QGccszUU
5•DyslexicAtheist•55m ago•0 comments

Llama-modchip: 284B DeepSeek on 64GB RAM, no GPU

https://github.com/synchopate/llama-modchip
3•joshcsimmons•1h ago•0 comments

Coffee: A Journey

https://www.stevestreeting.com/2016/01/17/coffee-a-journey/
1•ankitg12•1h ago•0 comments

Putting writers in control of their tools

https://ia.net/topics/nothing-to-hide
1•lnalx•1h ago•0 comments

Humans' origin story is being revised [video]

https://www.youtube.com/watch?v=wDU27f84hAs
1•dataflow•1h ago•0 comments

Russian spymaster claimed to have toppled Austrian leader

https://www.telegraph.co.uk/news/2026/11/07/russia-spymaster-claimed-topple-austrian-chancellor/
1•campuscodi•1h ago•0 comments

Show HN: RepoMagpie – your coding agent remembers the repos you've tried

https://github.com/Varshavia/RepoMagpie
1•Varshavianka•1h ago•0 comments

Show HN: Webpage to PDF with real text, working links, and nothing uploaded

https://pagecarry.com/
1•tigrandza•1h ago•0 comments

Show HN: Privacy First Compress – compress images without uploading them

https://github.com/Krunalio/Privacy-first-image-compress
1•krunal_joshi•1h ago•0 comments
Open in hackernews

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