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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•12mo ago

Comments

anuragdt•12mo 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•12mo 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•12mo 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

Keysight UXR 110GHz BW, 256GS/S, 10-Bit Real-Time Oscilloscope Teardown [video]

https://www.youtube.com/watch?v=DXYje2B04xE
1•num42•1m ago•0 comments

Emergency Radio in Switzerland

https://www.rega.ch/en/our-missions/sites-and-infrastructure/emergency-radio
1•slow_typist•6m ago•0 comments

The AI Revolution Hollywood Feared Is Happening – In India

https://www.hollywoodreporter.com/business/digital/india-ai-filmmaking-1236548136/
1•varun_chopra•6m ago•0 comments

Stop Treating Agent Sandboxes as Cattle

https://opencomputer.dev/blog/stop-treating-sandboxes-as-cattle/
1•iacguy•16m ago•0 comments

Interview with Josh Fisher – Inventing VLIW, Multiflow, Itanium, VLIW's Success [video]

https://www.youtube.com/watch?v=ZF8ohzWmuzI
1•tambourine_man•20m ago•0 comments

Personal Loan Eligibility Calculator Online – SMFG India Credit

https://www.smfgindiacredit.com/personal-loan-eligibility-calculator.aspx
1•saumyaraut11•26m ago•0 comments

Copy.fail: a small Linux kernel bug with an unusually big blast radius

https://jorijn.com/en/blog/copy-fail-cve-2026-31431-linux-kernel-bug-explained/
1•jorijn•38m ago•1 comments

Stitch Together Lots of Little HTML Pages with Navigations for Interactions

https://blog.jim-nielsen.com/2026/small-html-pages/
2•OuterVale•43m ago•0 comments

Show HN: Kula – a family health platform that makes sense of your data

2•samuraikmc•46m ago•0 comments

Apple discontinues $599 base Mac mini. Entry-level model starts at $799 with 512

https://macdailynews.com/2026/05/01/apple-discontinues-599-base-mac-mini-entry-level-model-now-st...
1•apparent•48m ago•3 comments

Pake: Webpage to desktop app in one command using rust

https://github.com/tw93/Pake
1•AbuAssar•51m ago•0 comments

Learning Randomized Reductions

https://arxiv.org/abs/2412.18134
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Stock Market Course

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The Vision of Harmandeep Singh Kandhari in Premium Housing

https://harmandeep-singh-kadhari.wuaze.com/
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9social: A Social Network for Plan9

https://www.youtube.com/watch?v=q6qVnlCjcAI
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https://www.youtube.com/watch?v=ujofKWmGChw
3•num42•1h ago•0 comments

Use Cheaper Models with Claude

https://gist.github.com/gitcloned/1929590e2fa0d0267919c6826808da2c
1•ashish0112•1h ago•5 comments

The Engineering Constraints of Distributed LLM Inference over the Open Internet

https://siliconandsoul.substack.com/p/the-engineering-constraints-of-distributed
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Practical Electronics Course

https://practicingelectronics.com/practical-electronics-course/
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Humanoid Robot Actuators: The Complete Engineering Guide

https://www.firgelli.com/pages/humanoid-robot-actuators
24•ofrzeta•1h ago•1 comments

IPv4 Tools – IP Lookup, PTR Search, CIDR, ASN

https://worldip.io/tools
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Show HN: Maxcred – app to maximise your credit card rewards

https://maxcred.vercel.app
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BrowserQuest – Mozilla's HTML5 MMO is back

https://korben.info/browserquest-mmo-mozilla-html5-retour.html
4•threejin•1h ago•1 comments

I Automate Everything

https://effective-programmer.com/how-i-actually-automate-everything-0d97ed624a34?sk=f8a15ad7e32cd...
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StartupLaunchPage – One Page 1500 Fixed Boxes Checkbox Puzzle Game

https://startuplaunchpage.com
3•vnyarongi•1h ago•2 comments

Show HN: TTSC – TypeScript-Go compiler and runner with transform plugins

https://github.com/samchon/ttsc
1•autobe•2h ago•1 comments

Entrepreneurs Flocked to Colorado. Now Red Tape Is Driving Some Away

https://www.wsj.com/business/entrepreneurs-flocked-to-colorado-now-red-tape-is-driving-some-away-...
2•bookmtn•2h ago•2 comments

Real Linux in a Browser Tab

https://linuxontab.com/
2•kilian-ai•2h ago•0 comments

The Scooter and the Bike

https://maxmautner.com/2026/04/12/scooter-vs-bike.html
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HyperList: A powerful TUI for creating, editing, and managing HyperLists

https://github.com/isene/hyperlist
2•thunderbong•2h ago•1 comments