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Show HN: Copy the Code. Keep the Updates

https://useregraft.com/
1•dantelex•1m ago•0 comments

How we rebuilt Pydantic’s Rust Python interpreter as a Bazel remote build

https://zozo123.github.io/bazel-monty/
1•zozo123-IB-IL2•5m ago•0 comments

When easy is not enough

https://algodeck.com/simple-easy/
1•marukodo•6m ago•0 comments

BlackBear: Private Life Operating System

https://blackbear.app/
1•redmattred•6m ago•0 comments

The web is dead, what's next?

https://ashk.au/2026/07/07/the-web-is-dead-whats-next/
1•speckx•6m ago•0 comments

Bloom Energy's Big Lie

https://hntrbrk.com/investigations/bloom
2•jaredwiener•9m ago•0 comments

A full body MRI earns you a year of smoking

https://entropicthoughts.com/full-body-mri-earns-you-a-base-jump
1•kqr•10m ago•0 comments

A browser MMO snake where ~1000 players share one CPU core

https://growordie.io
1•ncakes•12m ago•0 comments

Crypto firms prepare defenses as quantum threat to encryption draws nearer

https://www.reuters.com/legal/government/crypto-firms-prepare-defenses-quantum-threat-encryption-...
1•tartoran•13m ago•0 comments

A Windows utility for a problem that kept stealing 10 minutes at a time

https://www.indiehackers.com/post/i-launched-a-windows-utility-for-a-problem-that-kept-stealing-1...
1•enlightpixel•14m ago•0 comments

An AI coal mine security camera network powered by plaintext passwords

https://eaton-works.com/2026/07/08/coal-india-camera-hack/
2•EatonZ•15m ago•1 comments

A jigsaw puzzle where every piece is a slice of live video

https://jumpcutjigsawpuzzles.com/
1•tjsbbi•18m ago•1 comments

Show HN: Runo – open-source web scraping that returns typed JSON

https://github.com/rhymeswithlimo/runo
1•barebearcountry•19m ago•0 comments

Meta AI glasses disable the camera if the capture LED is destroyed

https://9to5google.com/2026/07/07/meta-ray-ban-smart-glasses-privacy-light-camera-update/
3•p_stuart82•20m ago•1 comments

Show HN: Arbor – code graph MCP server so agents stop grep-reading your codebase

https://github.com/Anandb71/arbor/releases/tag/v2.4.0
1•anandb71•21m ago•1 comments

How to tell if a photo is AI-generated from its metadata (C2PA, XMP, EXIF)

https://photoinvestigator.co/blog/how-to-tell-if-a-photo-is-ai-generated-metadata/
1•Danbana•21m ago•0 comments

macOS 28 will not support encrypted HFS+ volumes

https://support.apple.com/en-us/125615
7•Lihh27•24m ago•0 comments

Be Grateful to Own Nothing

https://mkultra.monster/gaming/2026/07/03/physical-shmysical/
1•speckx•24m ago•0 comments

Ask HN: Software Engineering Guide – seeking recommendations

1•jph•25m ago•0 comments

California Institute for Machine Consciousness – Research Program Whitepaper [pdf]

https://cimc.ai/cimcWhitepaper.pdf
1•helloplanets•27m ago•0 comments

Van Wijngaarden Grammar

https://en.wikipedia.org/wiki/Van_Wijngaarden_grammar
2•stevefan1999•27m ago•0 comments

In San Francisco, Some Home Sellers Now Ask for OpenAI or Anthropic Stock

https://www.nytimes.com/2026/07/08/technology/san-francisco-home-sales-openai-anthropic-ipo.html
5•reaperducer•28m ago•0 comments

Stell-R – trace musical influence paths via minimum spanning tree

https://stell-r.com/Stellar/index_/
1•ebagou•29m ago•1 comments

The CEO of AWS on why Amazon is hiring 11,000 interns and junior employees

https://www.platformer.news/matt-garman-aws-ceo-interview-ai-jobs/
2•maybiiLen•29m ago•0 comments

Show HN: Fluffy Sparrow – Frictionless, Fast, Note Taking App

https://tmahmood.github.io/fluffy_sparrow/
1•t_mahmood•30m ago•0 comments

Show HN: Visually orchestrate Claude Code agents

https://github.com/rondoflow/rondoflow
1•arzzen•30m ago•0 comments

GPT‑Live

https://openai.com/index/introducing-gpt-live/
106•logickkk1•32m ago•56 comments

EmTech AI 2026: The Rise of the AI Platform

https://www.technologyreview.com/2026/07/08/1140223/emtech-ai-2026-the-rise-of-the-ai-platform/
1•joozio•34m ago•0 comments

Hash Functions

http://www.cse.yorku.ca/~oz/hash.html
1•gregsadetsky•35m ago•0 comments

Show HN: Orbit – native Mac app for many Google accounts, isolated, no server

https://orbitformac.com/
1•andrew_kwak•35m ago•1 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