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Carl's Required Reading

https://carlkolon.com/reading/
1•cckolon•48s ago•0 comments

US Military F-35B fighter jet crashes and burns at California Marine Corps base

https://www.cnn.com/2026/07/31/us/military-jet-crash-california-marine-base
1•teleforce•5m ago•0 comments

Kenji/Serious Eats – 30-Min Pressure Cooker Pho Ga

https://www.seriouseats.com/30-minute-pressure-cooker-pho-ga-recipe
2•stasomatic•5m ago•1 comments

SecureShip – free zero-dep static security scanner for Next.js

https://github.com/linusnicolau/secureship-cli
1•secureship•6m ago•0 comments

Crystal Wars – turn-based strategy on a fresh Voronoi map every match

https://play.crystalwars.io
2•VertexNoord•7m ago•1 comments

The Bedrock of Software Design

https://alex.draftist.io/blog/the-bedrock-of-software-design-ycqvcedsj
2•birdculture•8m ago•0 comments

The Absent Narrator

http://blog.funcall.org/ai/2026/07/31/absent-narrator/
1•varjag•9m ago•0 comments

Indexing the Data Lake for Online Point Queries

https://engineering.atspotify.com/2026/7/indexing-the-data-lake-for-online-point-queries
2•kalaracey•10m ago•0 comments

AI Adoption Is Dividing Friends, Families and Co-Workers

https://www.bloomberg.com/news/articles/2026-07-30/how-chatgpt-and-ai-are-dividing-friends-and-fa...
1•theanonymousone•12m ago•0 comments

GitHub has alternatives, but no replacement

https://lalitm.com/post/github-alternatives/
4•lalitmaganti•12m ago•0 comments

Show HN: Netmnt 0.2.0

https://github.com/thongor77/netmnt
1•magetriste•16m ago•0 comments

What Luxury Housing Does to Homelessness [video]

https://www.youtube.com/watch?v=rQW4W1_SJmc
1•felineflock•24m ago•0 comments

SupererDuperer

https://www.shirtpocket.com/blog/supererduperer
1•zdw•25m ago•0 comments

Cursor removed cost information from the usage page and CSV export

https://forum.cursor.com/t/usage-page-to-token-amount-what/167153
3•EugeneOZ•26m ago•0 comments

Explorative modeling: Train on the best of K guesses

https://alexiglad.github.io/blog/2026/explorative_modeling/
1•DSemba•28m ago•0 comments

The fall and rise of the English country house

https://www.english-heritage.org.uk/visit/inspire-me/the-fall-and-rise-of-the-english-country-house/
1•EndXA•29m ago•0 comments

Anthropic brags that its models committing crimes without being told to do so

https://www.cnbc.com/2026/07/30/anthropic-says-claude-gained-unauthorized-access-to-others-system...
2•zapataband1•29m ago•1 comments

PoE2 devs convinced Nvidia to fix a driver bug by sending it a PC

https://www.pcgamer.com/games/rpg/after-a-year-and-a-half-of-rigorous-testing-path-of-exile-2-dev...
2•exec•29m ago•0 comments

Token Reduction Is Not Cost Reduction

https://arxiv.org/abs/2607.12161
2•umitkaanusta•33m ago•1 comments

How to Stop Procrastinating

https://www.economist.com/science-and-technology/2026/07/31/how-to-stop-procrastinating
2•bookofjoe•34m ago•1 comments

CJEU Judgment on Knowledge of Foreign Copyright Laws and Geoblocking Measures

https://blog.ericgoldman.org/archives/2026/07/cjeu-judgment-on-geoblocking-standards-for-knowledg...
1•hn_acker•35m ago•1 comments

Toast IDE Gets Markdown Spell Checking

https://github.com/paradise-runner/toast
1•dividedcomet•36m ago•0 comments

Ask HN: Any tips for a college freshman enrolled in computer science?

2•NotParth11•37m ago•1 comments

The NUMBER – trusted number infrastructure

https://rounded.lol/
1•thunderbong•37m ago•0 comments

Burn Their Money –> Humans and Freedom

https://github.com/peterlodri-sec/burn-em-bitches-money
1•pocok0xRE•37m ago•0 comments

Not just Neanderthals: Ghost lineage in Africa left its mark on our DNA

https://arstechnica.com/science/2026/07/not-just-neanderthals-ghost-lineage-in-africa-left-its-ma...
1•Brajeshwar•39m ago•0 comments

Playing Original Xbox Game Discs on a PC. Real Backward Compatibility

https://gdox.korze.org/wtf/
2•korze•40m ago•1 comments

Ls-guard: generate and audit Postgres/Supabase RLS from a spec

https://github.com/greyrow/rls-guard
2•greyrow•43m ago•0 comments

Show HN: DSCode – Coding Agent Powered by DeepSeek

https://dscode.ai/
1•qwikhost•44m ago•0 comments

Single-file Ada 83 LLVM compiler

https://github.com/AdaDoom3/Ada83/tree/main
1•roger23•44m ago•4 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