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Lddey1

https://blog.cloudflare.com/es-es/welcome-to-connectivity-cloud/
1•Eldeysitodxw•7m ago•0 comments

Show HN: Agent Sessions – A model agnostic Claude managed agents alternative

https://www.agentsessions.dev/
2•iacguy•10m ago•1 comments

AMilliSol

http://www.pumpfun.com
1•AMILLI_AI_CORP•11m ago•0 comments

Nearest Pint, Pub Density Map

https://knowwhereconsulting.co.uk/blog/nearest-pint-pub-density-map/
1•ohjeez•11m ago•0 comments

Partial Evaluation

https://en.wikipedia.org/wiki/Partial_evaluation
1•tristenharr•12m ago•0 comments

Loops in Hatetris

https://qntm.org/loops
1•pavel_lishin•13m ago•0 comments

Making Optimization Work When Labels Are Scarce

https://www.gnosyslabs.com:443/case-studies/safety-classifier-sparse-labels
1•imkodying•13m ago•0 comments

GDstudio: A reimagined editor for Godot projects

https://gdstudio.dev/
2•ilreb•14m ago•0 comments

Show HN: I built a photography weather alert system

https://photosignal.app/
1•ameon•17m ago•0 comments

Supabase experiencing platform issues: Existing DB's cant be restarted, created

https://status.supabase.com/incidents/3tx3nnmbwyh9
1•reassess_blind•18m ago•1 comments

Meta Caps Internal AI Token Spending After Costs Approach Billions in 2026

https://mlq.ai/news/meta-caps-internal-ai-token-spending-after-costs-approach-billions-in-2026/
2•typeofhuman•21m ago•0 comments

Basic Email

https://www.columbia.edu/~njn2118/journal/2026/7/1.html
2•njn•22m ago•0 comments

The <Usermedia> HTML Element

https://developer.chrome.com/blog/usermedia-html-element
4•twapi•23m ago•0 comments

Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems

https://arxiv.org/abs/2605.26302
1•yubblegum•25m ago•0 comments

Layer_shell.dart – Write a Wayland Shell in Flutter

https://github.com/mattkae/layer_shell.dart
1•matthewkosarek•29m ago•1 comments

Microtubule organization across cell types and states(2021)

https://www.cell.com/current-biology/fulltext/S0960-9822(21)00075-0
1•rolph•29m ago•0 comments

32 Principles of a Viral Product

https://twitter.com/marclou/status/2065385672991752210
2•rmason•30m ago•0 comments

MS Coin – A Layer-1 Privacy Protocol Built in Pure Rust

https://mscoin.network/
1•shaketank•32m ago•0 comments

Punch Card Wreath

https://princessleia.com/journal/2021/10/punch-card-wreath/
1•debo_•32m ago•0 comments

Show HN: Identity Layer for Agents and Autonomous AI

https://github.com/authsec-ai/authsec-ai
1•azifali•32m ago•0 comments

Carmakers Say They'll Leave CA over New Car Privacy Law [video][12 Mins]

https://www.youtube.com/watch?v=i1_8Lj6El8M
3•Bender•36m ago•2 comments

Thinking in Ecosystems: From Climate to Planetary Resilience Tech

https://yanirseroussi.com/2026/06/29/thinking-in-ecosystems-from-climate-to-planetary-resilience-...
2•yanir•52m ago•0 comments

Computational Balloon Twisting: The Theory of Balloon Polyhedra [pdf]

https://cccg.ca/proceedings/2008/paper34full.pdf
3•luu•53m ago•0 comments

What Is SLAM? A short-and-sweet explainer

https://www.aptiv.com/en/insights/article/what-is-slam
2•ohjeez•56m ago•0 comments

Beta SDKs for the 2026-07-28 MCP Spec Release Candidate Are Here

https://blog.modelcontextprotocol.io/posts/sdk-betas-2026-07-28/
2•BrianPeek•59m ago•0 comments

WyrmRSS: A modern RSS reader and aggregator

https://github.com/kryoseu/WyrmRSS
2•kryoseu•59m ago•1 comments

FOMO Is the Cyberpsychosis of the AI Era

https://blog.akring.com/posts/fomo-is-the-cyberpsychosis-of-the-ai-era/
3•__natty__•1h ago•1 comments

Lake Powell Is Already Dead. They Just Won't Admit It. [video][22 Mins]

https://www.youtube.com/watch?v=wbdaSdrxUao
5•Bender•1h ago•0 comments

CyberWatch – Cybersecurity news and learning for everyone

https://cyberwatch-fc59b5.netlify.app/
2•KrishnaBozza•1h ago•1 comments

Paranoia: An automatic chaos engineering tool for Spring

https://github.com/MartinesEmanuel/ParanoiaEngine
2•SchwKatze•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