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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

A visual explainer on how agent harnesses work

https://muhammadraza.me/2026/what-is-an-agent-harness/
2•mraza007•10m ago•0 comments

Putting the trace before the loop: observability-first AI agent design

https://dbln.me/blog/building-an-ai-agent-observability-first
1•dragosbln•11m ago•0 comments

Ask HN: How can I get a job as a software developer in Qatar?

2•roschdal•12m ago•0 comments

Graphing My Sleep Schedule

https://char.lt/blog/2026/09/non24swd/
2•hellerve•16m ago•0 comments

Can You Beat the Button?

https://elbutton.netlify.app/
3•levario•24m ago•0 comments

The post-Enron auditor reforms are being rolled back

https://www.ft.com/content/2ef0c2fa-9626-4785-94cd-65fbf5be5741
2•JumpCrisscross•27m ago•0 comments

WarpBuild: Fast CI for Humans and Agents

https://www.warpbuild.com
2•handfuloflight•28m ago•0 comments

V2Ray

https://en.wikipedia.org/wiki/V2Ray
2•oriettaxx•32m ago•0 comments

Management is forcing us to use AI

3•aksjfveoq•39m ago•1 comments

Wallaby – Postgres CDC Engine for .NET

https://wallabycdc.net/
3•Hawxy•40m ago•0 comments

Open Annihilation – Spent the GDP of a Small Nation Remaking a Classic 90s Game

https://press.coreprime.net/
4•sitsitstay•42m ago•1 comments

Dopamine sites mimic shopping's thrill without paying

https://www.bbc.com/news/articles/cwn741v5rdpxo
1•chr15m•42m ago•0 comments

Neo Geo Pocket

https://en.wikipedia.org/wiki/Neo_Geo_Pocket
1•tosh•43m ago•0 comments

A tiny mascot that thinks, Ollama cloud and Kokoro STT now included

https://medium.com/@vektormemory/vektor-v1-9-7-is-live-a-tiny-mascot-that-thinks-ollama-cloud-inf...
1•vektormemory•45m ago•1 comments

What makes Lisp difficult to read?

https://paultm.nl/paren-thesis
1•nsm•46m ago•0 comments

Drilling starts on a seafloor geothermal well off Oregon

https://spectrum.ieee.org/offshore-geothermal-energy
1•geox•47m ago•0 comments

How to Build a Bain-Style Consulting Slides with 10 Decision-Making Frameworks

https://medium.com/@2315610426/how-to-build-a-bain-style-consulting-powerpoint-with-10-decision-m...
1•chenxi030826•50m ago•0 comments

Project Cyan

https://www.lispm.net/projects/cyan/
1•karlgkk•50m ago•1 comments

Show HN: Northstar web browser 1.0.11 released

3•roschdal•52m ago•0 comments

A mysterious organ in the sperm whale's head gives it the power to sink ships

https://www.bbc.com/future/article/20260923-the-science-behind-moby-dick-the-prized-head-of-the-s...
1•1659447091•53m ago•0 comments

The Cosmic latte is FFF8E7

https://en.wikipedia.org/wiki/Cosmic_latte
1•_caw•54m ago•1 comments

'Breaking Bad' Became the Best Show of the 21st Century [video]

https://www.youtube.com/watch?v=55iwZR_xCDQ
1•handfuloflight•59m ago•0 comments

A glimpse into life inside a child prison in France

https://www.theguardian.com/global-development/2026/sep/28/i-sleep-with-all-my-clothes-on-to-prot...
1•sandebert•1h ago•0 comments

Flowlight – open-source network visibility for AI agents on macOS

https://flowlight.xinbetween.com/
2•blessdyb•1h ago•1 comments

Fframes – GPU first video vibe coding framework with 5 years histroy

https://fframes.studio/
1•neogoose•1h ago•0 comments

Foundations of Large Language Models

https://arxiv.org/abs/2501.09223
3•rramadass•1h ago•1 comments

Turning Failure Postmortems into SRE-Benchmark Problems

https://www.sregym.com/blog/postmortems-to-sre-benchmarks
1•matt_d•1h ago•0 comments

SpaceX – Starship Flight 14

https://www.spacex.com/launches/starship-flight-14
4•duck•1h ago•2 comments

War Bros Didn't Always Rule Silicon Valley

https://www.wired.com/story/war-bros-didnt-always-rule-silicon-valley/
2•sgustard•1h ago•0 comments

Decentralized P2P app with you in the center of a WebTorrent Venn Diagram

https://bubblebased.com/bubbles/global
1•bc3mc2•1h ago•1 comments