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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Show HN: Reelbase – Create Viral TikTok Slideshows in Seconds (Reelbase.io)

https://reelbase.io
1•Launchr•1m ago•0 comments

HPV vaccination reduces oncogenic HPV16/18 prevalence from 16% to <1% in Denmark

https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2025.30.27.2400820
2•stared•4m ago•0 comments

Information Lives in the Breaks

https://omegaaxiommeta.substack.com/p/information-lives-in-the-breaks
2•nilegreen•4m ago•1 comments

Global Crackdown on Crypto Tax Evasion Now in Force

https://timescrypto.com/cryptonews/regulation-and-policy/global-crackdown-on-crypto-tax-evasion-n...
2•Alan_Rada•7m ago•0 comments

An Experiment in Vibe Coding

https://nolanlawson.com/2025/12/28/an-experiment-in-vibe-coding/
1•ColinEberhardt•15m ago•0 comments

Show HN: I stopped using meditation techniques and just sat still for 30 days

https://prtkagwl.substack.com/p/sitting-and-doing-nothing-a-30-day
1•btwnplaces•16m ago•0 comments

Show HN: Vect AI – An execution-first marketing OS for SaaS founders

https://x.com/MM_AFRAZ
1•WoWSaaS•17m ago•0 comments

I optimised my vibe coding tech stack cost to $0

3•udit_50•20m ago•1 comments

Show HN: 3D Rendering in the Terminal from Scratch

https://github.com/Mr-Robot-err-404/terminal-wireframe
1•doctor_schultz•27m ago•0 comments

Toby Morton, a Comedy Writer, Owns the Trump Kennedy Center URL

https://www.nytimes.com/2026/01/01/us/politics/trump-kennedy-center-website-toby-morton.html
2•reaperducer•31m ago•0 comments

The Developer is dead, long live the Designer

https://deadend.dev/posts/the-developer-is-dead-long-live-the-designer/
1•Dansvidania•32m ago•0 comments

Sorting with Fibonacci numbers, and a Knuth reward check

https://orlp.net/blog/fibonacci-sort/
2•fanf2•32m ago•0 comments

Nexperia in no-man's-land: how a chip company became caught between world powers

https://www.nrc.nl/nieuws/2025/12/30/nexperia-in-no-mans-land-how-a-chip-company-became-caught-be...
1•chvid•36m ago•0 comments

Combinatorics News

https://gilkalai.wordpress.com/2026/01/01/combinatorics-news/
2•tzury•40m ago•0 comments

Conbini Wars

https://conbini.kikkia.dev/
2•denysvitali•48m ago•0 comments

Horrible fire at the Swiss ski resort bar

https://www.reuters.com/world/europe/several-killed-after-explosion-swiss-ski-resort-bar-bbc-repo...
1•barishnamazov•48m ago•2 comments

Why Big Tech Turns Everything into a Knife Fight

https://medium.com/data-science-collective/why-big-tech-turns-everything-into-a-knife-fight-42e22...
2•thunderbong•53m ago•1 comments

Train Dreams, il Netflix che non ti aspetti – CinEmanuele #15

https://cinemanuele.substack.com/p/train-dreams-il-netflix-che-non-ti
1•grouchoromano•54m ago•0 comments

Swapping two blocks of memory inside a larger block, in constant memory

https://devblogs.microsoft.com/oldnewthing/20260101-00/?p=111955
2•paulmooreparks•55m ago•0 comments

GridInspector- OpenStreetMap QA for Power Grids

https://apps.dynartio.com/mapyourgrid/gridinspector.html
3•protontypes•55m ago•0 comments

Dbcli skills agent tool with 30 databases support

https://github.com/tteamtm/dbcli
2•teamwg•59m ago•0 comments

Archive of DEC's Easynet NOTESfiles

https://decnotes.datacellar.net/
1•bilegeek•59m ago•0 comments

Show HN: Exponential CMS 6.0.11 – PHP 8.5 Support for a CMS Born in the 1990s

https://exponential.earth
2•thekracker•1h ago•1 comments

Shipping at Inference-Speed

https://steipete.me/posts/2025/shipping-at-inference-speed
3•tosh•1h ago•0 comments

Calvo on 'CHamoru' spelling: It's for government efficiency, cultural accuracy

https://www.guampdn.com/news/calvo-on-chamoru-spelling-its-for-government-efficiency-cultural-acc...
1•sipofwater•1h ago•1 comments

Show HN: cspresso - CLI tool to scan a website & generate/evaluate a CSP header

https://cspresso.cafe
2•_mig5•1h ago•0 comments

A terminal-based browser with Sixel graphics

https://codeberg.org/janantos/brow6el
5•rcarmo•1h ago•1 comments

I'm building a 30k‑line V12 codebase solo with a "team" of 4 AIs

5•garylauchina•1h ago•2 comments

Show HN: I built a privacy-first, client-side 8-bit avatar generator

https://squareface.app/
1•hugh1st•1h ago•1 comments

A quantum-resistant RNG powered by collective human entropy

3•EntropyGrid•1h ago•0 comments