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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Qt Group Launches Operational Reorganization to Improve Efficiency

https://www.qt.io/releases/release
1•shrimp-chimp•36s ago•0 comments

The abandoned war: Why no one is stopping the genocide in Sudan

https://respublica.media/en/en-sudan-abandoned-war-genocide-no-one-stopping/
1•ResPublica•40s ago•0 comments

Hierarchical Planning with Latent World Models

https://arxiv.org/abs/2604.03208
1•fofoz•47s ago•0 comments

Kei Urana on Manga Piracy

https://xcancel.com/i/status/2046341018837197285
1•latexr•1m ago•0 comments

Show HN: Graph Compose – Temporal workflows with visual builder, SDK, and AI

https://www.graphcompose.io/
1•jalapenobasil•1m ago•0 comments

Police Chiefs Allegedly Faked Robberies in $5k-a-Pop Visa Fraud Scheme

https://www.wsj.com/us-news/louisiana-armed-robberies-visa-fraud-a0f8425e
1•thelastgallon•2m ago•0 comments

Show HN: Orbital – Give Your Agent a Project, Not a Prompt

https://github.com/zqiren/Orbital
1•10keane•3m ago•1 comments

Xkcd 2510 (2021 AD) describes LLM generated code

https://xkcd.com/2510/
3•TZubiri•4m ago•0 comments

How much should you pay for API docs?

https://www.jamdesk.com/blog/the-definitive-api-documentation-pricing-comparison-2026-2
1•spy888•4m ago•0 comments

Apple Thrived in 15 Years Under Tim Cook

https://www.statista.com/chart/25612/apple-share-price-under-tim-cook/
1•salkahfi•4m ago•0 comments

Petition, recognition of open-source work

https://mixxx.org/news/2026-04-21-petition-ehrenamt/
1•SamWhited•5m ago•0 comments

Show HN: Flight Risk: Can you break an AI agent?

https://ctf.demo.lorikeetcx.ai/
1•tetrakai•8m ago•0 comments

Open Source Agent Skills for GTM Engineers

https://github.com/Varnan-Tech/opendirectory
1•sam_josh1•10m ago•0 comments

I refused to pay $50/mo for a CSV to quickbooks converter, so I built it

https://www.csvtoquickbooks.com/
1•Loliyo•11m ago•0 comments

Accessible PDF and Tagged PDF Remediation Services

https://curbeffect.com/
1•mooreds•12m ago•0 comments

Claude in China: how to "look like a normal person"

https://shuyangli.substack.com/p/claude-in-china
1•shuyang•13m ago•0 comments

Spaced Repetition: Beginner Guide/FAQ

https://entropicthoughts.com/spaced-repetition-beginner-guide-faq
1•Tomte•14m ago•0 comments

Tim Cook's Rotten Apple

https://unherd.com/2026/04/time-is-running-out-for-tim-cook/
1•jnord•15m ago•0 comments

Defining Terms: Human Intelligence

https://aquinas101.thomisticinstitute.org/videos/defining-terms-human-intelligence
1•danielam•17m ago•0 comments

Show HN: Ketchup – a Pomodoro timer with separate work and break budgets

https://github.com/Rench321/ketchup-timer
1•rench321•17m ago•0 comments

Nodus – Never lose AI answers again

https://nodus-ai.app/
1•m_m_carvalho•17m ago•0 comments

Show HN: We replaced 5 ML models with 1 shared encoder on an $11/month VPS

https://fittohire.com
1•blemis•18m ago•0 comments

Unlearnings from Building Grafana Assistant

https://contexthorizon.substack.com/p/unlearnings-from-building-grafana
1•xionerys•19m ago•0 comments

Siemens and Humanoid deployed an Nvidia-powered humanoid robot

https://thenextweb.com/news/siemens-nvidia-humanoid-robot-erlangen-factory-trial
1•JeanKage•19m ago•0 comments

Show HN: Bpfvet – minimum kernel version and CO-RE analyzer for BPF objects

https://github.com/boratanrikulu/bpfvet
1•boratanrikulu•21m ago•0 comments

In Chinese data factories, workers teach humanoid robots boring tasks

https://restofworld.org/2026/china-robots-training-centers-workers/
1•bookofjoe•21m ago•0 comments

WooCommerce stores may be silently losing revenue

https://twitter.com/SybreWaaijer/status/2045660722168758336
1•todotask2•21m ago•0 comments

Vercel has been hacked: environment variables compromised

https://vercel.com/kb/bulletin/vercel-april-2026-security-incident
1•freely0085•21m ago•1 comments

Landscape of Quantum Computing in 2026

https://sam-jaques.appspot.com/quantum_landscape
1•Harvesterify•24m ago•0 comments

Flock's CEO Fallacious Pitch to the Poor

https://ipvm.com/reports/flock-ceo-poor
1•jhonovich•25m ago•0 comments