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Show HN: Timeline Studio – Open-source AI video editing

https://video-editor.ai-creator.top/
1•martindelophy•50s ago•0 comments

New $500M Artillery Shell Plant Failed to Produce Any 155mm Parts

https://www.twz.com/land/new-500m-artillery-shell-plant-failed-to-produce-any-155mm-parts
1•makerdiety•51s ago•0 comments

Show HN: PasteSheet – Turn a Google Sheet into a REST API and MCP Server

https://pastesheet.com
1•jaocero•3m ago•0 comments

FIFA World Cup 2026 · Data Portraits

https://wc26.bogachev.fr/
1•duck•6m ago•0 comments

The cost of AI-assisted development: cognitive fatigue

https://warpedvisions.org/blog/2025/hitting-the-wall-at-ai-speed/
1•o4c•9m ago•0 comments

6× faster binary search: from compiled code to mechanical sympathy

https://pythonspeed.com/articles/branchless-binary-search/
1•vinhnx•9m ago•0 comments

Jurassic Park computers in excruciating detail

https://fabiensanglard.net/jurrasic_park_computers/index.html
2•vinhnx•9m ago•0 comments

Australia creates world-first Office of AI

https://www.minister.industry.gov.au/t-ayres/media/ai-australias-interests
1•mrTeale•10m ago•0 comments

AI Agents: Hype vs. Reality (2024)

https://www.kadoa.com/blog/ai-agents-hype-vs-reality
1•vinhnx•12m ago•0 comments

GPT-5.6 Sol, Terra, Luna compare on intelligence vs. cost

https://artificialanalysis.ai/articles/gpt-5-6-intelligence-vs-cost-across-sol-terra-luna
3•theanonymousone•13m ago•0 comments

Weird password rules for website to register

1•guptadeepak•20m ago•1 comments

Code for the people: The human story of the open web

https://codeforthepeople.com/
1•wallflower•23m ago•0 comments

The math behind PrismML's 27B-parameter model in 4GB of RAM

https://thebluenarwhal.com/27-billion-parameters-on-an-iphone-why-on-device-ai-may-be-apples-next...
1•newyearsnight•23m ago•0 comments

Starlink V5

https://starlink.com/specifications/10
1•jtraglia•23m ago•0 comments

Samosa Chat: Run Qwen3.6-35B-A3B Locally on a 16 GB Mac

https://github.com/deepanwadhwa/samosa-chat
5•dwa3592•35m ago•3 comments

Ptolemaic and LLM Architecture Compared (In 3D)

https://celestial-llm-mirror.vercel.app/
1•mikemangialardi•38m ago•0 comments

Dell Is on a Roll with the XPS

https://world.hey.com/dhh/dell-is-on-a-roll-with-the-xps-5a09a84e
2•dotcoma•38m ago•0 comments

GPT 5.6 Sol Pro disproves long-standing hypothesis in statistics

https://twitter.com/i/status/2077082912021786660
1•qsi•39m ago•1 comments

John Archibald Wheeler: It from Bit

https://en.wikipedia.org/wiki/John_Archibald_Wheeler
1•lioeters•44m ago•1 comments

Fix CSS Problems

https://www.fix-css.com/
1•ilreb•45m ago•0 comments

vLLM prefill paired with TileRT decode

https://vllm.ai/blog/2026-07-14-vllm-tilert-pd
2•ilreb•47m ago•0 comments

3k-year-old Egyptian tomb with vivid afterlife paintings uncovered near Luxor

https://www.euronews.com/culture/2026/07/14/3000-year-old-egyptian-tomb-with-vivid-afterlife-pain...
3•devonnull•49m ago•1 comments

White House launches AI cybersecurity clearinghouse

https://www.cnn.com/2026/07/14/tech/ai-cybersecurity-clearing-house-white-house
1•1659447091•49m ago•0 comments

Cicada- an agentic Python IDE Free to use ( comes with built in small model)

https://github.com/godsonj64/Cicada/releases/tag/v0.4.0
1•godsonj64•50m ago•1 comments

Show HN: PullCard – Pull your AI coding style as a holographic trading card

https://pullcard.sakimyto.com
1•sakimyto•52m ago•0 comments

Show HN: I built an AI agent memory engine because Obsidian wasn't cutting it

https://perseus.observer/blog/built-perseus-vault-obsidian-wasnt-cutting-it/
1•perseusai•56m ago•0 comments

TPU and GPU Clusters: The Anatomy of Collective Communication

https://www.aleksagordic.com/blog/collective-operations
1•npalli•58m ago•0 comments

When China's open-source AI is a trap

https://www.economist.com/international/2026/07/14/when-chinas-open-source-ai-is-a-trap
2•andsoitis•1h ago•1 comments

Data for Agents

https://huggingface.co/blog/nvidia/open-data-for-agents
1•gmays•1h ago•0 comments

Midnight social media curfew proposed for older UK teens

https://www.bbc.com/news/articles/c982857nlrlo
2•dabinat•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