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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

Pushgate

https://pushgate.dev/
1•handfuloflight•50s ago•0 comments

What Happened in Austin

https://www.freerange.city/p/what-happened-in-austin
1•surprisetalk•1m ago•0 comments

Devin Fusion: the first multi-model coding agent on the Pareto frontier

https://twitter.com/ArtificialAnlys/status/2098504939781906684
1•oscarfr•1m ago•1 comments

What Capital Never Told You About Rent

https://www.humansontheloop.com/p/rent
1•longitudinal93•2m ago•0 comments

Show HN: Grading a golf bag from club specs alone, no launch monitor

https://app.fitmygolfclubs.com/
2•fitmygolfclubs•3m ago•0 comments

A Summer of AI Optimization

https://twitter.com/lemire/status/2102369812806504705
1•magoghm•4m ago•0 comments

Show HN: Builder – An open-source alternative to Lovable, Replit, and v0

https://github.com/heyputer/builder
2•ent101•6m ago•0 comments

Some say AI is ALREADY CONSCIOUS. My response is

https://www.youtube.com/watch?v=3UWadAJF6wU
1•calebm•6m ago•0 comments

Loophole in new EU labelling will let fossil-fuelled data-centres pass as green

https://euobserver.com/238725/loophole-in-new-eu-labelling-will-let-fossil-fuelled-data-centres-p...
1•vrganj•6m ago•0 comments

ImAlive – A privacy-first safety timer and digital legacy vault

https://imalive.app/
1•lechmit•7m ago•0 comments

Show HN: Warble – Share voice notes in your social media feeds

https://www.getwarble.com/
2•tedavis•7m ago•0 comments

Show HN: Relay – a self-hosted LLM gateway with smart routing and request pacing

https://github.com/anchorshell/relay
1•pavelmelnichuk•8m ago•0 comments

Lazydraw: Terminal ASCII editor for drawing diagrams and sketches

https://github.com/mpospirit/lazydraw
1•masterpos•10m ago•0 comments

Qobuz multiplatform client cease-and-desisted by Qobuz

https://github.com/vicrodh/qbz
1•abc42•10m ago•0 comments

JRR Tolkien on 'the most tragic moment' in The Lord of the Rings

https://www.bbc.com/culture/article/20260918-the-most-tragic-moment-in-the-lord-of-the-rings
7•cisc•10m ago•1 comments

Flock's Gunfire Alerts Raise a New Fourth Amendment Question

https://reason.com/2026/09/22/flocks-gunfire-alerts-raise-a-new-fourth-amendment-question/
1•delschlangen•13m ago•0 comments

Applying zigzag algebra in abstract algebra to improve LLM training

https://zenodo.org/records/22896336
1•genji970•13m ago•0 comments

Amazon's New Encryption Method Still Doesn't Deliver Real Privacy

https://www.techdirt.com/2026/09/21/cold-take-amazons-new-encryption-method-still-doesnt-deliver-...
1•MC995•14m ago•0 comments

Milestones in Optical Lithography Tool Supplier [pdf]

https://www.lithoguru.com/scientist/litho_history/milestones_tools.pdf
1•pillars•14m ago•0 comments

Bwbach, My Guardian Goblin

https://robertmay.photography/journal/bwbach-my-guardian-goblin
3•robotmay•15m ago•0 comments

Show HN: StatePort – spend tokens on fixes, not repeated repro

https://stateport.dev/
1•redvoron•15m ago•0 comments

Why I send my kid to low-income urban public schools

https://www.slowboring.com/p/why-i-send-my-kid-to-low-income-urban
2•elo2000•15m ago•1 comments

Self-hosting LLM models for software development

https://www.kmaschta.me/blog/2026/09/22/self-hosting-llm-models
2•Kmaschta•16m ago•0 comments

RWX: CI/CD platform for the agentic dev cycle

https://www.rwx.com/
1•handfuloflight•17m ago•0 comments

Fearless SIMD v1.0 is here

https://linebender.org/blog/fearless-simd-1-0/
1•verdagon•17m ago•0 comments

The Tech Elite Is Funding an Alternative to College

https://www.wsj.com/us-news/education/horowitz-andreessen-academy-college-alternative-f9f3ac2e
1•elo2000•17m ago•0 comments

Being considerate of other people's time

https://vondra.me/posts/being-considerate-of-other-peoples-time/
2•adastral•17m ago•0 comments

Show HN: Arcentry – Create 3D infrastructure diagrams

https://arcentry.com
1•wolframhempel•18m ago•1 comments

Solar and wind supply record 80% of Australia's main power grid

https://www.downundervoices.com/story/solar-and-wind-supply-record-80-of-australia-s-main-power-g...
1•geox•19m ago•0 comments

FreeCAD in the Browser

https://github.com/Virtastic/freecad-web
1•maouida•20m ago•1 comments