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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

Auto update and visualize your AI chat context

https://99helpers.com/tools/visual-contextual-chat
1•nickk81•37s ago•0 comments

A family need transformed into a simple learning tool

https://melhorar-aprendizagem.com.br/
1•linuxsoares•3m ago•1 comments

Show HN: Kybernis – Prevent AI agents from executing the same action twice

https://kybernis.io
1•wingrammer•3m ago•0 comments

Triumph of the toons: how animation came to rule the box office

https://economist.com/culture/2026/03/05/triumph-of-the-toons-how-animation-came-to-rule-the-box-...
1•andsoitis•4m ago•0 comments

What Happens When We Die

https://www.themarginalian.org/2026/03/05/alan-lightman-death/
1•NKosmatos•5m ago•0 comments

Legal Punishment Affects Crime: Law's Punitive Behavioral Mechanisms (2025)

https://www.annualreviews.org/content/journals/10.1146/annurev-lawsocsci-111524-094646
1•rendx•6m ago•0 comments

Dereks at Work: what would it mean for an AI agent to be "accountable"?

https://www.lableaks.dev/p/dereks-at-work
1•didgeoridoo•7m ago•0 comments

Show HN: SafeAppeals – Cursor for Documents

https://safeappeals.com
1•SavagelySubtle•7m ago•0 comments

Jj v0.39.0 Released

https://github.com/jj-vcs/jj/releases/tag/v0.39.0
1•birdculture•9m ago•0 comments

As AI Turns Prevalent, UI Becomes Irrelevant

https://www.star-history.com/blog/ai-ui-irrelevant
1•jicea•11m ago•0 comments

Show HN: FlowLessAI – NPM I -g vibe-auditor – AI audits your codebase

https://github.com/flowlessai/vibe-auditor
1•mozinovati•11m ago•0 comments

Trajectly – deterministic regression tests for AI agents

https://www.trajectly.dev/
1•ashmawy•11m ago•1 comments

Are You Noticing This?

https://ryanholiday.net/are-you-noticing-this/
1•NaOH•13m ago•0 comments

Snapdragon ARM laptop overtakes Intel's flagship Panther Lake in benchmarks

https://www.pcguide.com/news/snapdragon-powered-arm-laptop-overtakes-intels-flagship-panther-lake...
3•Tuldok•13m ago•1 comments

Sub-10-Second Database Boot on Kubernetes with Full Isolation

https://vela.simplyblock.io/blog/sub-10-second-database-boot-kubernetes/
1•panrobo•13m ago•0 comments

United Airlines can permanently ban passengers who don't wear headphones

https://www.theverge.com/transportation/890202/united-airlines-headphones-policy-contract-of-carr...
3•pavel_lishin•14m ago•0 comments

Why Does Child Care Seem Less Affordable Than Ever

https://www.nytimes.com/2026/03/05/upshot/child-care-expensive-prices.html
2•karakoram•14m ago•1 comments

10–97% in nine minutes: BYD presents second generation of Blade Battery

https://www.electrive.com/2026/03/05/10-97-in-nine-minutes-byd-presents-second-generation-of-blad...
1•voxadam•14m ago•0 comments

Sam Altman Admits OpenAI Can't Control Pentagon's Use of AI

https://www.theguardian.com/technology/2026/mar/04/sam-altman-openai-pentagon
2•karakoram•16m ago•0 comments

Show HN: I built an AI exam prep platform for AWS certs after failing one myself

https://www.knowza.ai/
2•johnnyChiv•20m ago•2 comments

Documentation Is a Message in a Bottle

https://blog.plover.com/tech/gpt/documentation-wins.html
2•pavel_lishin•21m ago•0 comments

Dcsctp: An SCTP Implementation for WebRTC Data Channels in Rust

https://github.com/webrtc/dcsctp
1•simonpure•24m ago•0 comments

Ask HN: How do you keep AI coding agents aligned with your codebase standards?

3•trung123102•24m ago•0 comments

Ask HN: Do You Enjoy Your Career in Tech Nowadays?

3•karakoram•24m ago•5 comments

You can just register new holidays

https://www.nationaldayarchives.com/day/national-mar5-day/
1•frymatic•24m ago•1 comments

Stable Problems

https://blog.sebastiansastre.co/posts/stable-problems/
1•sebastianconcpt•25m ago•0 comments

Getting Serious about Context

https://yagmin.com/blog/getting-serious-about-context/
1•lubujackson•25m ago•0 comments

Tiny recording backpacks reveal bats' surprising hunting strategy

https://theconversation.com/tiny-recording-backpacks-reveal-bats-surprising-hunting-strategy-271996
1•roldie•27m ago•0 comments

Subverting AI Agent Logging with a Git Post-Commit Hook

https://danq.me/2026/03/03/ai-agent-logging/
1•amai•27m ago•0 comments

Sem – Semantic Diff behind the new viral merge algo Weave

https://github.com/Ataraxy-Labs/sem
1•rs545837•27m ago•1 comments