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Show HN: Rbit – Self Hosted Git Forge in Rust

https://rbit.sh/
1•GitRbit•3m ago•0 comments

Duffy pins ground stop on Congress's lack of funding

https://thehill.com/homenews/administration/6221360-duffy-blames-congress-air-traffic/
1•madihaa•4m ago•0 comments

Electric Comb Promotes Rapid Hair Growth in Mice

https://www.sciencealert.com/scientists-invented-an-electric-comb-and-tests-in-mice-show-it-promo...
1•gmays•6m ago•0 comments

Israel kidnapped Iranian generals, killed one, in effort to locate Ron Arad

https://www.nytimes.com/2026/11/15/world/europe/ron-arad-missing-israel-iran-asgari-hunt.html
1•senderista•6m ago•0 comments

Building a Speech Recognizer from Scratch in Rust, No Dependencies

https://speech.tobiokewole.com/
1•flyingsky•6m ago•0 comments

The limiting factor isn't investment. It's founder ability

https://x.com/paulg/status/2122033524857589799
1•mitchweaver•7m ago•0 comments

NYT: Jensen Huang betrayed the leather jacket community

https://www.nytimes.com/2026/11/11/opinion/jensen-huang-leather-jacket.html
2•onmysofa•10m ago•0 comments

Reading JSON at 277 GB/s in Python

https://lemire.me/blog/2026/11/14/reading-json-at-277-gb-s-in-python/
1•ibobev•13m ago•0 comments

The AI-Box Experiment (2002)

https://www.yudkowsky.net/singularity/aibox
1•gavide•14m ago•0 comments

Colbin: Serialization format faster and smaller than Protobuf. No code-gen

https://github.com/ivanjoz/colbin
1•ivan-ang•17m ago•1 comments

Boeing-Lockheed rocket fails mid-flight, destroys payload of Amazon satellites

https://www.reuters.com/business/aerospace-defense/us-rocket-fails-after-launch-payload-amazon-in...
6•rexbee•19m ago•0 comments

Kildall's Algorithm

https://bike.github.io/posts/kildall.html
1•birdculture•21m ago•0 comments

Anthropic's giant IPO puts the heat on OpenAI

https://economist.com/business/2026/11/15/anthropics-giant-ipo-puts-the-heat-on-openai
3•andsoitis•22m ago•0 comments

FarmDash: A zero-custody intelligence and control layer for DeFi agents

https://www.farmdash.one/agents
1•autoclawreviews•23m ago•0 comments

Base Models Stopped Being the Bottleneck

https://adlrocha.substack.com/p/adlrocha-base-models-stopped-being
1•gmays•27m ago•0 comments

Current human speed versus AI speed [video]

https://www.youtube.com/watch?v=9PznwFjA4to
1•ilaksh•27m ago•0 comments

Dokira – Ad revenue for publishers, tuned by people

https://dokira.com
1•bernhardalber•28m ago•0 comments

Show HN: Semantic/Structural diffs powered by Jev

https://github.com/plannotator/sem-jiff
1•ramoz•29m ago•0 comments

Why did modems have speakers? (2019)

https://retrocomputing.stackexchange.com/questions/11765
2•Skyfall106•30m ago•1 comments

Jensen Huang Discusses Comeback as Nvidia CEO with Allies

https://www.usnews.com/news/top-news/articles/2026-11-15/jensen-huang-discusses-comeback-as-nvidi...
7•01-_-•33m ago•1 comments

Ice Loss

https://longreads.com/2026/11/12/ice-loss-ravenna-koenig/
2•mooreds•33m ago•0 comments

Estonia to shut its border with Russia, blaming Moscow for foiled arson plot

https://www.cnn.com/2026/11/15/europe/estonia-close-russian-border-attack-intl
4•mooreds•33m ago•0 comments

When Tech 'Upgrades' Go Awry

https://www.nytimes.com/2026/11/15/business/technology-dependence-microsoft-airlines.html
3•01-_-•34m ago•0 comments

I was disembowelled by a hippo on my honeymoon

https://www.theguardian.com/lifeandstyle/2026/nov/13/experience-disembowelled-hippo-honeymoon
2•mooreds•34m ago•1 comments

bauhaus bookshelf

https://www.bauhaus-bookshelf.org/bauhaus-original-sources-for-pdf-download
2•smartmic•35m ago•0 comments

'Anti-fascist economics' would lower cost of basic essentials, author says

https://www.abc.net.au/news/2026-11-16/anti-fascist-economics-isabella-weber-cost-of-living-essen...
6•phs318u•35m ago•0 comments

LLM Releases, Token Limits, and Pricing Since GPT 3.5

https://www.metemorris.com/posts/tokenomics/
1•metemo•38m ago•0 comments

NoisyTCP

https://twitter.com/v4bel/status/2122006607378972745
9•george_max•41m ago•2 comments

Show HN: Shutters – Photos and More

https://shutte.rs/
1•yrashk•42m ago•0 comments

T.REX Arms Maps

https://maps.trex-arms.com
2•trkaky•43m 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