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High quality image resizing: ImageMagick vs. libplacebo

https://world-playground-deceit.net/blog/2026/06/high-quality-image-resizing-imagemagick-vs-libpl...
1•BoingBoomTschak•25s ago•0 comments

Clone This Repo and I Own Your Machine

https://0din.ai/blog/clone-this-repo-and-i-own-your-machine
1•croes•52s ago•0 comments

Flux 2.9 release: new mirror and schema plugins

https://fluxcd.io/blog/2026/06/flux-v2.9.0/
1•stealthybox•2m ago•1 comments

Will China build an electric rocket launch pad on the roof of the world?

https://www.scmp.com/news/china/science/article/3358469/will-china-build-electric-rocket-launch-p...
1•Alien1Being•7m ago•0 comments

New Zealand paid Michelin $6.3M to make a guide for the country

https://www.stuff.co.nz/politics/361000572/our-food-migtnt-be-worth-special-journey-minister-says...
1•didntknowyou•8m ago•1 comments

DProvenanceKit: Execution Provenance for AI Systems

https://github.com/Therealdk8890/DProvenanceKitPython
1•DPK890•8m ago•0 comments

How to (Not) Spend $10k/Wk on Coding Agents

https://allenpike.com/2026/how-to-not-spend-10k-on-coding-agents/
2•srijan4•13m ago•0 comments

Where do you answer"is the agent allowed to do this?"–one place,orevery adapter?

https://github.com/YogiSotho/warden
1•yogisotho•15m ago•0 comments

Realta Fusion generates electricity directly from a fusion reaction

https://techcrunch.com/2026/06/30/realta-fusion-generates-electricity-directly-from-a-fusion-reac...
1•latchkey•17m ago•0 comments

A Multi-Dimensional, Per-Pass Empirical Study of the LLVM Optimization Pipeline

https://arxiv.org/abs/2606.31238
1•fcb•18m ago•1 comments

Soapbox – Software for a Free Internet

https://soapbox.pub/
1•janandonly•19m ago•0 comments

Pragmatic Approaches to Improving Compiler Correctness

https://2026.ecoop.org/details/ICOOOLPS-2026-icooolps-2026/1/Pragmatic-Approaches-to-Improving-Co...
1•matt_d•22m ago•0 comments

Japan defense forces used USB drives with China-linked virus: Nikkei

https://asia.nikkei.com/spotlight/cybersecurity/japan-defense-forces-used-usb-drives-with-china-l...
1•NewCzech•24m ago•1 comments

The young Chinese choosing life in 'ghost cities'

https://www.ft.com/content/510b7c6c-04b4-4ba0-a6bb-5208de76572e
1•NewCzech•28m ago•1 comments

Trump made $1B from crypto, financial disclosure shows

https://abcnews.com/Politics/trump-made-1-billion-crypto-financial-disclosure-shows/story?id=1343...
2•doener•30m ago•0 comments

Changing AI math could reduce the hardware burden

https://www.theregister.com/ai-and-ml/2026/06/30/changing-ai-math-could-reduce-the-hardware-burde...
3•galaxyLogic•31m ago•0 comments

Berlin's Legendary XLt Subkultur Tours

https://xlterrestrials.substack.com/p/re-launch-the-xlterrestrials-subkultur
1•telesilla•32m ago•0 comments

Zhuque-3, Long March 10B Aiming for Booster Recovery in July

https://www.china-in-space.com/p/zhuque-3-long-march-10b-aiming-for
1•JPLeRouzic•34m ago•0 comments

Fox News Apologizes for Kevin O'Leary's 'Chinese Communist' Comments

https://www.sltrib.com/news/2026/06/25/kevin-oleary-retracts-chinese/
2•gnabgib•38m ago•0 comments

Claude Code uses prompt caching

https://code.claude.com/docs/en/prompt-caching
1•ankitg12•41m ago•0 comments

Show HN: ParaMetal: 3D Realtime Thermal Analysis SIM

https://parametal.com/
1•tsun_doku•41m ago•0 comments

Many Australians can get three free hours of power from today

https://www.theguardian.com/environment/2026/jun/30/solar-sharer-offer-sso-three-free-hours-elect...
5•thunderbong•42m ago•0 comments

Prompt Caching – Claude Platform Docs

https://platform.claude.com/docs/en/build-with-claude/prompt-caching
1•ankitg12•42m ago•0 comments

What is the current data language?

1•caoxhua•48m ago•1 comments

Know your work personality (test)

https://www.didon.app/work-personality-types
1•babakzy•49m ago•0 comments

GitHub: The uphill climb of making diff lines performant

https://github.blog/engineering/architecture-optimization/the-uphill-climb-of-making-diff-lines-p...
1•theanonymousone•50m ago•0 comments

I've been running a local business company for 5 yers, looking for a cofounder

1•ClaudioCronin•51m ago•0 comments

The Expensive Fictions of Low-Level Programming Languages

https://stng.substack.com/p/the-expensive-fictions-of-low-level
1•matt_d•51m ago•0 comments

Show HN: Aegize (trying to mitigate the risk of AI)

https://www.aegize.com/playground/
1•ggaswint•51m ago•0 comments

SF licenses more new dogs than babies

https://thedogsofsf.com/dogs-vs-babies
2•sanketsaurav•54m 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