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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

The Most Accurately Predicted Genocide in History

https://thewalrus.ca/sudan-genocide/
1•garbawarb•32s ago•0 comments

Show HN: Lazy as a Service – Antigravity Extension

https://github.com/lakathekolla/laas
1•lakruoneX•1m ago•0 comments

I Fixed Green Screens [video]

https://www.youtube.com/watch?v=3Ploi723hg4
1•Khaine•3m ago•0 comments

The Middle Loop

https://annievella.com/posts/the-middle-loop/
1•vinhnx•5m ago•0 comments

Meta Delays Rollout of New A.I. Model After Performance Concerns

https://www.nytimes.com/2026/03/12/technology/meta-avocado-ai-model-delayed.html
1•gmays•8m ago•0 comments

Revenue can hide unprofitable freelance clients

1•SoloBossFounder•9m ago•1 comments

Nanoclaw flavor that allows you set it up as an Executive Assistant

https://github.com/taslim/nanoclaw-gws-ea
1•taslim•14m ago•1 comments

Show HN: Reflex Engine SDK – local action validation with replayable artifacts

https://github.com/caminodynamics/reflex-engine-sdk
1•mikecaminojr•15m ago•1 comments

Apple's adorable Finder guy has broken the internet

https://www.macworld.com/article/3082576/apples-adorable-finder-guy-has-broken-the-internet.html
1•mgh2•19m ago•0 comments

Sam Altman admits AI is killing the labor-capital balance

https://finance.yahoo.com/news/sam-altman-admits-ai-killing-141643543.html
1•CharlesW•20m ago•0 comments

Streaming Gaussian Splatting Videos Using WebXR

https://store.gracia.ai/creator/Gracia%20Labs/9ee301ea-fcd4-4041-b82e-ee3c1c461352
2•firefoxd•21m ago•1 comments

Why Friday the 13th is a mathematical inevitability

https://www.scientificamerican.com/article/why-friday-the-13th-is-a-mathematical-inevitability/
1•1659447091•22m ago•1 comments

Lessons from Building AI Features

https://ghiculescu.substack.com/p/lessons-from-building-ai-features
1•ghiculescu•22m ago•0 comments

Mac Trade-Ins Surge Amid MacBook Neo Launch

https://www.macrumors.com/2026/03/13/mac-trade-ins-surge-amid-macbook-neo-launch/
1•mgh2•26m ago•0 comments

Terraforming Mars: Mass, Forcing, and Industrial Throughput Constraints

https://arxiv.org/abs/2603.00402
1•vinhnx•31m ago•0 comments

Discli – Discord CLI for AI agents to manage servers from the terminal

https://pypi.org/project/discord-cli-agent/
1•rohitk06•34m ago•0 comments

Show HN: SafeAgent – exactly-once execution guard for AI agent side effects

1•Lions2026•35m ago•0 comments

Nvidia's GTC will mark an AI chip pivot, the CPU is taking center stage

https://www.cnbc.com/2026/03/13/nvidia-gtc-ai-jensen-huang-cpu-gpu.html
1•1659447091•35m ago•0 comments

Show HN: Vibe-budget – CLI to estimate LLM costs before you start vibe coding

https://www.npmjs.com/package/vibe-budget
1•gabriel_quec016•38m ago•0 comments

Show HN: FX Radar – Rebuilt AI financial news hub and trading journal

https://www.fxradar.live/
1•LuckyAleh•39m ago•1 comments

SC deputy of the year led wrong-way chase with teen in his cruiser

https://columbiamuckraker.substack.com/p/sc-deputy-of-the-year-led-deadly
1•sc_muckraker•39m ago•0 comments

Treasure hunter–didn't give location 500 gold coins–released p 10 years prison

https://www.cbsnews.com/news/tommy-thompson-treasure-hunter-ship-of-gold-missing-coins-released-p...
2•bookofjoe•40m ago•0 comments

Harness Engineering: 52 Days, One Person, 965K Lines of Code

https://agentsmesh.ai/blog/building-agentsmesh-with-agentsmesh
2•zyf1994•41m ago•1 comments

Moldbook: The front page of the mold internet

https://www.moldbook.xyz
2•uglyburger•45m ago•0 comments

Direnv Is All You Need to Parallelize Agentic Programming with Git Worktrees

https://waldencui.com/post/direnv_is_all_you_need_to_parallelize_claude_code_with_git_worktrees/
2•cui•48m ago•1 comments

Why I'm Suing Grammerly

https://www.nytimes.com/2026/03/13/opinion/ai-doppelganger-deepfake-grammarly.html
5•staplung•57m ago•2 comments

Show HN: Kube-pilot – AI engineer that lives in your Kubernetes cluster

https://github.com/fbongiovanni29/kube-pilot
2•noobernetes•57m ago•0 comments

NAND's New Power Dynamic: Enterprise SSD Demand Reshapes Supply

https://news.ycombinator.com/submitted?id=redohmy
1•jamesbsr•59m ago•0 comments

Can LLMs Do Matching Decompilation? I Tested 60 Functions to Find Out

https://gambiconf.substack.com/p/can-llms-really-do-matching-decompilation
2•msephton•1h ago•0 comments

Z-Order: The Clustered Index of the Data Lake

https://www.arnaudp.dev/how-z-order-cut-my-databricks-etl-time-in-half/
1•gentle_bubble•1h ago•0 comments