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GitHub faces a fight for its survival at Microsoft

https://www.theverge.com/tech/935250/microsoft-github-struggles-notepad
2•sbulaev•1m ago•0 comments

Who's the Best Batter? Estimating Probabilities from Unevenly Collected Data

https://winvector.github.io/WVExamples/blog/batting-estimation-stan/baseball_stats/
1•jmount•2m ago•0 comments

Why Taxing the Wealthy Is Harder Than It Looks

https://ofdollarsanddata.com/why-taxing-the-wealthy-is-harder-than-it-looks/
1•RickJWagner•3m ago•0 comments

Ted Turner Was Elon Musk Before Elon Musk Was Elon Musk

https://www.realclearmarkets.com/articles/2026/05/21/ted_turner_was_elon_musk_before_elon_musk_wa...
1•RickJWagner•3m ago•0 comments

Ask HN: What AI prompts have you found most reliable for actual work?

2•HrachShah•5m ago•1 comments

Ask HN: Is HN Blocking Mullvad VPN?

2•burger_moon•6m ago•1 comments

Megalodon: Mass GitHub Repo Backdooring via CI Workflows

https://safedep.io/megalodon-mass-github-repo-backdooring-ci-workflows/
1•Sudhanshu2310•6m ago•0 comments

NYS sues prediction platforms over gambling allegations

https://www.newsday.com/business/technology/prediction-markets-new-york-attorney-general-letitia-...
1•1vuio0pswjnm7•10m ago•0 comments

Proxmox Virtual Environment 9.2 with Dynamic Load Balancer Released

https://www.proxmox.com/en/about/company-details/press-releases/proxmox-virtual-environment-9-2
2•speckx•13m ago•0 comments

Codex for Everything Exfiltrates Connected Data

https://www.promptarmor.com/resources/codex-for-everything-exfiltrates-connected-data
2•takira•15m ago•0 comments

Inside SpaceX's IPO Plan

https://www.ft.com/content/a59be3cf-eee2-4b10-9c86-b6e4dc0dbbdb
3•1vuio0pswjnm7•15m ago•1 comments

The fastest growing political party is Cockroach Janata Party [video]

https://www.youtube.com/watch?v=uuFmKx5K9tc
1•Guestmodinfo•15m ago•0 comments

Leetcode.nvim

https://github.com/sidntrivedi/leetcode.nvim
2•sidntrivedi•17m ago•1 comments

Agents Sometimes Catastrophize

https://futuresearch.ai/blog/agents-catastrophize/
6•ddp26•17m ago•0 comments

EPA Official Agrees to Review Data Center Water Impact (AOC Shows Dirty Water)

https://news.bloomberglaw.com/environment-and-energy/epa-to-investigate-meta-data-center-link-to-...
2•zzzeek•18m ago•1 comments

DashAttention: Differentiable and Adaptable Sparse Hierarchical Attention

https://arxiv.org/abs/2605.18753
3•cmogni1•20m ago•0 comments

Test-Driving the Lance Lakehouse Format in DuckDB

https://duckdb.org/2026/05/21/test-driving-lance
2•tanelpoder•22m ago•0 comments

S3-Compatible object storage at $15/TB with free egress and CDN

https://filebase.com/blog/introducing-filebase-object-storage-with-free-egress/
4•acejam•22m ago•0 comments

Temporal is becoming Crystal Palace Football Club's front-of-shirt partner

https://temporal.io/blog/crystal-palace-partnership
2•ldite•22m ago•0 comments

SpaceX is heavily reliant on Starlink for growth and profit for IPO

https://www.cnbc.com/2026/05/21/spacex-starlink-growth-profit-nasdaq-ipo.html
2•drob518•23m ago•1 comments

SpaceX IPO reads like Hollywood fantasy version of the future

https://fortune.com/2026/05/21/spacex-ipo-musk-mars-colony-dinosaurs-space-exploration/
4•1vuio0pswjnm7•24m ago•1 comments

Apple to broadcast MLS game shot entirely on 15 iPhones

https://variety.com/2026/digital/news/apple-mls-match-shot-entirely-on-iphone-first-time-1236755744/
1•dkobia•24m ago•0 comments

White House postpones AI executive order signing ceremony

https://www.axios.com/2026/05/21/white-house-postpones-ai-eo-signing
2•anigbrowl•24m ago•0 comments

Ask HN: Failing interviews for mid-level SWE in UK, advice please

1•mjb8086•25m ago•0 comments

I created an extension for Claude that shares context on how you work

https://github.com/stubbleapp/Stubble
1•satay_chicken31•28m ago•0 comments

A multi-agent system for automating scientific discovery

https://www.nature.com/articles/s41586-026-10652-y
1•Timofeibu•28m ago•0 comments

Chewing gum restores dad's taste and smell years after Covid

https://discover.swns.com/2026/05/chewing-gum-restores-dads-taste-and-smell-years-after-covid/
12•speckx•30m ago•0 comments

Show HN: From one Claude agent to a fleet – in five small steps

1•sermakarevich•30m ago•0 comments

Sony Flamingo - The Coolest Record Player Ever Made

https://obsoletesony.substack.com/p/the-coolest-record-player-ever-made
2•reconnecting•30m ago•0 comments

A permissively licensed Vita FPGA Architecture in only 380 lines of Verilog

https://github.com/VitaSetLLC/VitaOS-Libre
1•VitaSetLLC•31m 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