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Is It Better Now?

https://walkingtheworld.substack.com/p/is-it-really-so-much-better-now
1•dxs•9s ago•0 comments

European Commission Trials Matrix to Replace Teams

https://www.euractiv.com/news/commission-trials-european-open-source-communications-software/
1•Arathorn•1m ago•0 comments

The volunteer Wikipedia army protecting against AI slop

https://restofworld.org/2026/wikipedia-ai-training-regional-languages/
1•Brajeshwar•3m ago•0 comments

RCC: Why LLMs Still Hallucinate Even at Frontier Scale (Axioms Included)

http://www.effacermonexistence.com/rcc-hn-1
1•noncentral•4m ago•2 comments

We moved all of our collaboration to mailing lists

1•mixcocam•4m ago•0 comments

Importance of Tuning Checkpoint in PostgreSQL

https://www.percona.com/blog/importance-of-tuning-checkpoint-in-postgresql/
1•jeltz•6m ago•0 comments

Are You More Productive After One Drink?

https://talkflow.substack.com/p/are-you-more-productive-after-one
2•moss98•7m ago•1 comments

Show HN: Agent-worktree – A Git worktree workflow tool for AI coding agents

https://github.com/nekocode/agent-worktree
1•nekocode•8m ago•1 comments

Terminated: The depressingly inevitable march towards Skynet

https://greggbayesbrown.substack.com/p/terminated-the-depressingly-inevitable
1•superfluous_g•8m ago•1 comments

Sarvam Vision

https://www.sarvam.ai/blogs/Sarvam-vision
1•flashblaze•9m ago•0 comments

Show HN: Clustering HN stories by cross-links

https://hn-related.dosaygo.com/
1•keepamovin•11m ago•0 comments

Show HN: Open-source ClickHouse skills – SQL craft course for your agent

https://github.com/obsessiondb/clickhouse-skills
1•alvarogar•11m ago•0 comments

Kremlin Cash Behind Billionaire's Twitter and Facebook Investments (2017)

https://www.nytimes.com/2017/11/05/world/yuri-milner-facebook-twitter-russia.html
4•wahnfrieden•11m ago•0 comments

Saudi Arabia is lifting the alcohol ban for wealthy foreigners

https://www.bbc.com/worklife/article/20260204-saudi-arabia-is-lifting-the-alcohol-ban-for-wealthy...
1•BeetleB•12m ago•0 comments

The beginning of a new era in Rust

1•comstrx•12m ago•0 comments

Show HN: Hister – fast, content-based search for visited websites

https://hister.org/?src=hn
5•asciimoo•13m ago•0 comments

The Authentic CEO

https://cherif.substack.com/p/authentic-ceo
1•lepenseur•13m ago•0 comments

Training language models on TPUs shouldn't be scary

https://dogac.dev/blog/2026/migrating-to-tpu/
2•dogacel•15m ago•0 comments

Show HN: Resilient RAP – A self-healing pipeline for telemetry using embeddings

https://github.com/tarek-clarke/resilient-rap-framework
2•tarekclarke•15m ago•0 comments

India's Bharat Taxi Service as First Cooperative-Owned Digital Platform

https://urbantransportnews.com/news/india-launched-bharat-taxi-service-as-first-cooperative-owned...
2•oumua_don17•16m ago•0 comments

Show HN: Proximity Voice Chat in VS Code

https://nisa.la/vscode-proximity-chat/
2•nkalupahana•18m ago•0 comments

Service Worker, Video Files, and the 206 Partial Response

https://justinribeiro.com/chronicle/2026/02/04/service-worker-video-files-and-the-206-partial-res...
2•speckx•20m ago•0 comments

More time is better than more money (2014)

https://hitotoki.org/moments/dvjugu7d
4•thinkingaboutit•21m ago•0 comments

Examining Turbopuffer ANN v3

https://terencezl.github.io/blog/2026/02/03/case-study-turbopuffer-ann-v3/
2•gk1•21m ago•0 comments

Daydreamers and Sleepwalkers: Crossing the Borderlands of the Unconscious

https://thereader.mitpress.mit.edu/daydreamers-and-sleepwalkers-crossing-the-borderlands-of-the-u...
2•Hooke•21m ago•0 comments

Ubuntu Now Available on SpacemiT K3/K1 Series RISC-V AI Computing Platforms

https://canonical.com/blog/spacemit-announces-availability-of-ubuntu-on-k3-k1-series
2•fork-bomber•21m ago•0 comments

Show HN: Smooth CLI – Token-efficient browser for AI agents

https://docs.smooth.sh/cli/overview
4•antves•21m ago•0 comments

Rising stars of the venture capital industry

https://www.businessinsider.com/venture-capital-industry-rising-stars-list-2026-1
2•cf100clunk•24m ago•0 comments

I replaced QuickBooks with an MCP server running inside Claude

https://tiddwell.com
2•wheeleeo•24m ago•1 comments

I built an AI agent that automatically commented on HN. Here's what I learned

2•Soerensen•25m ago•1 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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