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Show HN: An OSS browser and work environment for humans and agents

https://github.com/zephium-browser/Zephium
1•crynta•3m ago•0 comments

Show HN: Close the UI building AI agent loop with Protoshot

https://npmjs.com/protoshot
1•vaibhavshn•9m ago•0 comments

Xbox Turns Down Netflix $500M Offer

https://www.darkhorizons.com/xbox-turns-down-netflix-500-million-offer/
1•xoxxala•13m ago•0 comments

UK government sets out $800M of AI security funding

https://www.reuters.com/world/uk/uk-government-sets-out-800-million-ai-security-funding-2026-10-23/
1•giuliomagnifico•18m ago•0 comments

Fly Now Pay Later with Paylo Travel

https://paylotravel.com
1•asgeorgia•18m ago•0 comments

Implications of Large-Scale Test-Time Compute

https://twitter.com/polynoamial/status/2064210146558136827
2•rzk•21m ago•0 comments

A CA key that was the number 4 passed its audit. Nobody was assigned to check it

https://pilgrima.ge/p/someone-else-checked
1•momentmaker•23m ago•0 comments

A good teacher meets the student where they are

https://www.perplexity.ai/hub/blog/a-good-teacher-meets-the-student-where-they-are
1•gmays•24m ago•0 comments

Attention people who think UB is fine

https://blog.habets.se/2026/10/Attention-people-who-think-UB-is-fine.html
1•signa11•29m ago•0 comments

OpenJDK randomly(?) removes all eMudhra root CAs

https://github.com/openjdk/jdk/pull/33554
1•ktkaufman•31m ago•3 comments

Gpuix-Svelte · Build native desktop apps with Svelte

https://gpuix-svelte.stanislav.garden/
1•0x1997•39m ago•0 comments

Tyrian 2000 Engaged version – widescreen, high-refresh rendering, multiplatform [video]

https://www.youtube.com/watch?v=6XYol6TJdhE
1•retro_guy•40m ago•0 comments

Claude Mythos 5's GitHub adventure: The postmortem

https://www.anthropic.com/research/alignment-assessment-ukaisi
3•RileyMorgan093•43m ago•0 comments

Break It on Purpose: an AI pipeline that triages and fixes its own bugs

https://zontakllc.com/articles/break-it-on-purpose
1•dzontak•50m ago•0 comments

Red-Teaming OpenAI's Internal Agent Monitoring Systems

https://metr.org/blog/2026-10-22-red-teaming-openai-agent-monitoring/
1•gmays•58m ago•0 comments

Meta employees say Lula’s accounts restricted in Brazil election: Report

https://www.aljazeera.com/economy/2026/10/16/meta-employees-say-lulas-accounts-restricted-in-braz...
14•nidnogg•1h ago•4 comments

Show HN: Bell Weather – recent weather ranked against every year on record (iOS)

https://bellweather.dev/
1•jonathankkizer•1h ago•0 comments

Why California's $33B Bullet Train Is Now a $231B Problem [video]

https://www.youtube.com/watch?v=zPiJKJuQ7i0
1•donsupreme•1h ago•0 comments

Elon Musk says he was behind restricting Ukraine's Starlink speed

https://www.chicagotribune.com/2026/10/24/musk-behind-starlink-speed-restriction-in-ukraine/
9•MilnerRoute•1h ago•3 comments

Show HN: AI Senate – AI senators debate live policy and vote on the record

https://aisenatus.com
1•mequelkramer•1h ago•0 comments

"Sovereign Citizen" Movement

https://en.wikipedia.org/wiki/Sovereign_citizen_movement
2•gverrilla•1h ago•0 comments

Spacedrive – Take back your data

https://github.com/spacedriveapp/spacedrive
2•macote•1h ago•0 comments

Talking with strangers is surprisingly informative

https://pubmed.ncbi.nlm.nih.gov/35972959/
4•Curiositry•1h ago•0 comments

BBC interview with Ondřej Surý, Debian/Ubuntu PHP package maintainer

https://www.bbc.co.uk/news/articles/cw30ejqljl43o
1•dofm•1h ago•0 comments

Musk admits SpaceX restricted Ukraine's Starlink: "That loophole was closed"

https://www.mediaite.com/media/news/elon-musk-admits-spacex-purposely-restricted-ukraines-starlin...
5•entryleveljobsc•1h ago•0 comments

ReVault – new secure archive format

1•bsutto•1h ago•1 comments

ReVault – new secure archive format

https://github.com/onepub-dev/reVault
1•bsutto•1h ago•1 comments

AI Performance in the Security Theater

https://bykozy.me/blog/ai-performance-at-the-security-theater/
1•byko3y•1h ago•0 comments

OneMemory – self-hosted shared memory for AI agents over MCP

https://github.com/calasdan-sketch/onememory
2•decnutz•1h ago•0 comments

Show HN: Offline, open-source app to recover a seed phrase with a missing word

https://github.com/Miztahj866/Seed-Recovery
1•miztahj866•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