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For Whom the Bell Curves

https://hollisrobbinsanecdotal.substack.com/p/for-whom-the-bell-curves
1•HR01•22s ago•0 comments

Best run X account in the Canadian startup world

https://x.com/falcongx_
1•cts-i-cts-d•1m ago•0 comments

OpenCQRS 2 Is There

https://github.com/open-cqrs/opencqrs
2•goloroden•2m ago•0 comments

Bevy – A refreshingly simple data-driven game engine built in Rust

https://github.com/bevyengine/bevy
2•modinfo•3m ago•0 comments

Tar: A slop-free alternative to rsync

https://drewdevault.com/blog/rsync-without-rsync/
2•surprisetalk•3m ago•0 comments

Onplana – ChatGPT and Claude do work through one shared project plan

https://onplana.com/agents
2•Onplana•4m ago•0 comments

Free Software and LLM Contribution Policies

https://www.sicpers.info/2026/06/free-software-and-llm-contribution-policies/
2•grahamlee•5m ago•0 comments

Show HN: Regulo – an adaptive semaphore for saturation control

https://github.com/greenstick/regulo
2•bnjemian•5m ago•0 comments

White House asks OpenAI to limit its next model release

https://www.cnn.com/2026/06/25/tech/openai-limit-release-white-house
2•TechTechTech•6m ago•0 comments

Engineering for Bounded Cognition

https://shapeofthesystem.com/posts/2026/02/03/bounded-cognition
2•supermatt•7m ago•0 comments

Imposter scams led fraud reports to FTC in 2025, causing $3.5B in losses

https://www.cnbc.com/2026/06/26/imposter-scams-led-fraud-reports-to-ftc-in-2025-3point5-billion-l...
2•pseudolus•9m ago•0 comments

The closed-source LLM premium has collapsed

https://runware.ai/blog/the-closed-source-llm-premium-has-collapsed
3•theally•14m ago•0 comments

Codex AI Agent Skill Development for UI Design and Development

https://rapidkt.com/pages/blog/codex_ai_agent_skill_development_for_ui_design_and_development
2•greenpau•17m ago•0 comments

VCupid Skills – AI Fundraising Toolkit for Founders

https://github.com/maxoliverbr/vcupid-plugin
3•maxoliverbr•20m ago•0 comments

Show HN: Verity – self-healing review gate for Claude Code

https://verity.md
3•claudiacsf•22m ago•0 comments

Ant queen lays eggs that hatch into two species (2025)

https://www.science.org/content/article/ant-queen-lays-eggs-hatch-two-species
3•indigodaddy•22m ago•0 comments

How to Set Up and Deploy an OpenClaw AI Agent on a VPS

https://3hcloud.com/blog/how-to-set-up-and-deploy-an-openclaw-ai-agent-on-a-vps
3•Liriel•22m ago•0 comments

Authorized Speed a.k.a. Ruh Roh

https://instantial.substack.com/p/authorized-speed
3•groverbennett•23m ago•0 comments

What Would C. S. Lewis Have Thought of AI?

https://chroniclesmagazine.org/web/what-would-c-s-lewis-have-thought-of-ai/
3•RickJWagner•28m ago•0 comments

High-sensitivity electro snout sniffs out unsafe food

https://newatlas.com/technology/electronic-nose-detect-spoiled-food-allergens/
3•breve•29m ago•0 comments

US at 250 – Why has the US been so successful and can it continue? [pdf]

https://assets.realclear.com/files/2026/06/2902_thematic_research_-_june_24.pdf
3•RickJWagner•29m ago•0 comments

Send OTP Codes over WhatsApp with the Telnyx Verify API

https://telnyx.com/resources/whatsapp-otp-verify-api
3•harpreetseehra•32m ago•0 comments

GCC 14.4 Released

https://gcc.gnu.org/pipermail/gcc/2026-June/248430.html
4•edelsohn•33m ago•0 comments

Exploring retro productivity software: Visual Basic on Windows 3.1

https://stonetools.ghost.io/visualbasic-win31/
5•jnord•33m ago•0 comments

BBC News uses thermal cameras to illustrate heatwave in London

https://www.bbc.co.uk/news/articles/cz9l1n4kn34o
4•xmjw•35m ago•1 comments

Show HN: NT – fly around Git worktrees from your shell

https://github.com/allisonmahmood/NT
3•Allisonmahmood•36m ago•0 comments

Scientists find evidence of hidden magma systems inside Mars

https://phys.org/news/2026-06-scientists-evidence-vast-hidden-magma.html
3•ilreb•38m ago•0 comments

Purchasing non-taxed Cannabis products carry fines now. Nova Scotia

https://news.novascotia.ca/en/2026/06/25/higher-fines-new-offences-support-safe-legal-cannabis-ma...
3•Weered•39m ago•0 comments

How we run untrusted code in Langfuse (OSS) and why we picked lambda

https://langfuse.com/blog/2026-06-22-code-evaluators-execution-model
3•marcklingen•40m ago•1 comments

Binance is leaving the EU. Here is how to move your funds

https://cyphergoat.com/binance-eu
4•4rkal•41m 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