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Scheduling is NP-Hard. We need responses in milliseconds

https://cal.com/blog/scheduling-is-np-hard-we-need-responses-in-milliseconds
2•mirzap•2m ago•0 comments

Seeing high-dimensional data in two dimensions

https://stochastic.blog/seeing-high-dimensional-data-in-two-dimensions/
2•Anon84•3m ago•0 comments

Make Claude Code Faster and Cheaper with Ory Lumen

https://www.ory.com/blog/ory-lumen-semantic-search-claude-code
2•Bluestein•3m ago•0 comments

Parody on tech non-profits: The Association Organized

https://www.inventati.org/diaphragmwp/theass/
2•dmwpnski•5m ago•1 comments

Show HN: Light Converter – background removal that runs in the browser

https://github.com/lightScout/light-converter
1•lightScout•6m ago•0 comments

We need to build more data centers

https://hunchfox.substack.com/p/the-cost-of-abundance-ai-2030
1•sahil_chaudhary•7m ago•0 comments

Code Contracts: Structured specifications colocated with code

https://code-contracts.cc/
1•spolu•7m ago•0 comments

PythonOS – A tiny OS that boots into Python

https://github.com/jordanhubbard/pythonos
1•indigodaddy•8m ago•0 comments

Show HN: Hopya – Open-Source Project Management Platform

https://github.com/wnzn/hopya
1•wenzani•10m ago•0 comments

Greenland

https://nk412.com/photoblog/greenland.html
1•grilledchickenw•10m ago•0 comments

Sojourn for iOS Was 45 One-Shot Prompts

https://jaisenmathai.com/articles/sojourn-for-ios-was-45-one-shot-prompts/
2•jmathai•12m ago•0 comments

Ditch the Numbers and Feel Good: A Philosopher's Guide [video]

https://www.youtube.com/watch?v=d3OQIRFRjWg
1•neehao•16m ago•0 comments

Why Codex burns a weekly limit in a day while the agent waits for the tide

https://relux.works/en/blog/codex-goal-token-burn/
1•strfrthwb•17m ago•0 comments

Moonshot serves Claude instead of Kimi and collects exchanges for model training

https://twitter.com/DavidAgranovich/status/2098168522862215449
2•MrBuddyCasino•17m ago•0 comments

Circia Covered Entity Criteria: Does the Rule Apply to You?

https://www.emberot.com/resources/blog/circia-covered-entity-criteria/
1•TheWiggles•18m ago•0 comments

OpenAI Account Deactivated Due to Biological Research

https://www.reddit.com/r/OpenAI/s/cbXZSRF5XG
2•Michelangelo11•22m ago•0 comments

Why fears of AI self-improvement are causing 'existential' concerns

https://www.cnbc.com/2026/09/11/anthropic-openai-ai-existential-concerns.html
1•cramer4next•22m ago•0 comments

Show HN: See 100 charts while your coffee brews

https://chromewebstore.google.com/detail/autochart/lmpchccnfifkhkeopejnfjnjmbjcfgap
1•snmanivannan•23m ago•0 comments

The End of the Captcha? Not So Fast

https://www.wsj.com/tech/personal-tech/captcha-ai-bots-websites-0ad0dca2
1•bookofjoe•23m ago•1 comments

The Livelymerge Experiment

https://www.inkandswitch.com/livelymerge/notebook/lm-01/
1•mpweiher•25m ago•0 comments

Show HN: Deall – Automated proof of income for F-1/J-1 students

https://deal-app1.pages.dev/
1•YassineBns•25m ago•0 comments

Study: Generative AI Is Eroding the Development Pathway for Software Developers

https://eng.snu.ac.kr/en/communication/promotion/news?md=v&bbsidx=8355
1•DeepLogin•26m ago•0 comments

For China, a Mock A.I. Attack on WeChat Signals a Dangerous New Era

https://www.nytimes.com/2026/09/11/world/asia/china-ai-attack-wechat.html
1•cainxinth•27m ago•0 comments

Instagram's head says engagement falls by half without the algorithm

https://thenextweb.com/news/mosseri-instagram-algorithm-opt-out-engagement-australia
4•hsuduebc2•29m ago•1 comments

Ask HN: How do you decide what belongs in application logs?

2•Securelytixdev•31m ago•0 comments

Why start a semiconductor company in Sub-Saharan Africa?

https://www.siliconimist.com/p/designing-semiconductors-in-sub-saharan
2•johncole•31m ago•0 comments

Best fly brain usage you saw

https://twitter.com/NewsFromGoogle/status/2095553014715093022
1•emoclew•33m ago•1 comments

Worried Anthropic researchers warn that AI 'could kill all humans'

https://www.theverge.com/ai-artificial-intelligence/991927/anthropic-ai-kill-all-humans
2•thijsai•35m ago•0 comments

The Waymo effect: how AI is quietly making research less collaborative

https://www.researchagenda.news/articles/the-waymo-effect.html
39•JohnHammersley•35m ago•14 comments

What should we do about Spamming Agents?

https://jonaskgomo.com/simulacra/when-the-senders-are-machines
1•jonas_kgomo•38m 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