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Show HN: Tighten skill to read AI-generated code faster

https://github.com/markrogersjr/skills/blob/main/skills/tighten/SKILL.md
1•markrogersjr•45s ago•0 comments

Spatial Programming [video]

https://www.youtube.com/watch?v=eQgxFuw8f1U
1•elcaro•1m ago•0 comments

Show HN: AlphaPerch – Track product execution for companies you follow using AI

https://alphaperch.com
1•sebasnar•2m ago•0 comments

Iran is the first out-loud cyberwar the US has fought

https://www.theregister.com/2026/03/09/kettle_2026_episode_01_iran_war/
1•defrost•2m ago•0 comments

Show HN: Compose Launcher – A macOS app to run multiple Docker Compose files

https://github.com/yingbo/compose-launcher
1•yingbo•5m ago•0 comments

Time Travel: Temporal Mutability in the Absence of Hardware [pdf]

https://wbnns.com/time-travel.pdf
1•wbnns•6m ago•0 comments

1190: Time (prize-winning Xkcd comic animation)

https://deplicator.github.io/xkcd-time-at-your-pace/
1•felineflock•7m ago•0 comments

Monocod

1•twoelf•9m ago•0 comments

MinusPod: Automatically Remove Ads from Podcasts

https://github.com/ttlequals0/MinusPod
2•Ttlequals0•12m ago•2 comments

The Rise of the Techno-Pastoral

https://noreturn.blog/p/the-rise-of-the-techno-pastoral
1•SuperShibe•12m ago•0 comments

I built a browser-based version of MARS MIPS simulator

https://webmars.nfiles.top/
2•nenepbl•17m ago•1 comments

Raymarching meets Dyalog APL (2024)

https://bl0v3.com/Blog/raymarching-in-dyalog-apl/
1•Duanemclemore•18m ago•0 comments

Tiled – Flexible Level Editor

http://www.mapeditor.org/
1•netule•20m ago•0 comments

Open source Claude Code swarms WTF

https://github.com/m0at/hermes-lite
1•sfffs•24m ago•1 comments

Work Life Balance in Japan's Tech Industry

https://japan-dev.com/blog/work-life-balance-in-the-japanese-tech-industry
1•etdev•25m ago•0 comments

Rust Bibliography

https://rustc-dev-guide.rust-lang.org/appendix/bibliography.html#rust-bibliography
1•vinhnx•26m ago•0 comments

Checking Write Bandwidth on GPUs

https://clamtech.org/?dest=gpuwrite
1•matt_d•27m ago•0 comments

Rectified Flow Auto Coder

https://world-snapshot.github.io/RAC/
1•E-Reverance•27m ago•1 comments

Servo is almost ready for Cordova, but there are two missing pieces

https://blog.merzlabs.com/posts/cordova-servo/
1•Fudgel•31m ago•0 comments

Model Collapse

https://aksioma.org/model-collapse
1•jruohonen•34m ago•0 comments

Show HN: Pmc – tiny single binary for packing code into LLM context

https://github.com/Water-Run/pack-my-code
3•linxxxx•34m ago•1 comments

I Asked My AI About Israel-Iran. It Tried to Intercept a Satellite

https://github.com/fredabila/orcbot
2•abilafredkb•34m ago•4 comments

Show HN: A high-performance, privacy-focused normal map generator in the browser

https://normalmap-generator.online/
1•maxnew•34m ago•1 comments

Show HN: Raglet(open-source)–portable RAG for small text corpora (no infra)

https://github.com/mkarots/raglet
1•cepstrum9•38m ago•1 comments

Seedance 2.0 Pro – Next-Gen AI Video Generator by ByteDance

https://www.seedance2pro.com
2•AgarwalKamrul•38m ago•2 comments

Paris: Causally Consistent Transactions with Partial Replication

https://arxiv.org/abs/1902.09327
1•Kinrany•39m ago•1 comments

Show HN: Transcribe audio from apps, files and your device's microphone

https://play.google.com/store/apps/details?id=com.dstudio.d_transcriber&hl=en
1•dstudios•39m ago•0 comments

Laws of UX

https://lawsofux.com/
1•celadevra_•40m ago•0 comments

Challenges in Decompilation and Reverse Engineering of CUDA-Based Kernels [pdf]

https://nicolo.dev/files/pdf/reverse26-cuda-kernels.pdf
1•matt_d•40m ago•0 comments

Tesla opens its first Megacharger station to Semi customers in California

https://electrek.co/2026/03/08/tesla-opens-first-megacharger-ontario-california-semi-customers/
2•mattas•41m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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