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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Anthropic Partners with CodePath

https://www.anthropic.com/news/anthropic-codepath-partnership
1•ryanhn•1m ago•0 comments

Show HN: Network-AI – A Distributed Mutex for AI Agent Swarms

https://github.com/jovanSAPFIONEER/Network-AI
1•jovanaccount•2m ago•0 comments

Open Source Is Not About You

https://gist.github.com/richhickey/1563cddea1002958f96e7ba9519972d9
1•doubleg•3m ago•0 comments

Apocalypse no: how almost everything we thought we knew about the Maya is wrong

https://www.theguardian.com/news/2026/feb/12/apocalypse-no-how-almost-everything-we-thought-we-kn...
1•speckx•3m ago•0 comments

A minimal GPT-style language model for character-level next-token prediction

https://github.com/beachdevs/gptjs
2•JPLeRouzic•4m ago•0 comments

An "ergonomics-first" theme for VSCode

https://github.com/mafik/blueprince
2•mafik•4m ago•0 comments

Higher effort reduces deep research accuracy for Gemini Flash 3 and GPT-5

https://futuresearch.ai/cost-of-deep-research/
4•wawawildwildest•5m ago•1 comments

$50 OpenClaw Deck [video]

https://www.youtube.com/watch?v=Pq3205RoOsI
1•dragonsenseiguy•5m ago•0 comments

Google VRP: Closed case Re-opened after Terminal Log proof, then re-closed

1•CorporationHit•7m ago•0 comments

A great wee place: the small Scottish factory crafting Olympic curling stones

https://www.theguardian.com/sport/2026/feb/13/a-great-wee-place-the-small-scottish-factory-crafti...
1•andsoitis•7m ago•0 comments

Img.tara.vision – a privacy-first image toolkit with two processing tiers

https://img.tara.vision
1•taravision•8m ago•1 comments

Hardware Mute Button

https://f5n.org/blog/2026/hardware-mute-button/
1•speckx•9m ago•0 comments

The easiest way to run Claude Code on Kubernetes

https://github.com/axon-core/axon
2•gjkim•10m ago•1 comments

Category Theory, AI and Jobs

https://deadneurons.substack.com/p/category-theory-ai-and-jobs
3•nr378•10m ago•0 comments

The Radical Propulsion Needed to Catch the Solar Gravitational Lens

https://www.universetoday.com/articles/the-radical-propulsion-needed-to-catch-the-solar-gravitati...
2•bookofjoe•14m ago•1 comments

What every compiler writer should know about programmers (Anton Ertl, 2015) [pdf]

https://www.complang.tuwien.ac.at/kps2015/proceedings/KPS_2015_submission_29.pdf
3•tosh•17m ago•0 comments

Apple, fix my keyboard before the timer ends or I'm leaving iPhone

https://ios-countdown.win/
4•ozzyphantom•18m ago•0 comments

Consumers and businesses paid nearly 90% of Trump tariffs in 2025

https://www.cbsnews.com/news/trump-tariffs-consumers-business-nearly-90-percent-new-york-federal-...
8•loughnane•20m ago•2 comments

Kodak Charmera Review, Tiny Toy Camera That Makes Garbage Photos Feel Like Gold

https://kirkstechtips.com/kodak-charmera-review-the-30-tiny-toy-camera-that-makes-garbage-photos-...
2•dudexsnave•21m ago•2 comments

OK, so Anthropic's AI built a C compiler. That don't impress me much

https://www.theregister.com/2026/02/13/anthropic_c_compiler/
2•beardyw•21m ago•0 comments

Show HN: Micropay – Stripe for Africa's biggest payment network

https://micropay.dev/why
3•possiblelion•23m ago•0 comments

Programming is no longer the main skill of SWE

https://edwardbx.com/articles/programming-skill/
3•crassus_ed•23m ago•0 comments

FFAB – Free GUI for FFmpeg

https://cdm.link/free-ffmpeg-gui-audio/
3•sqbic•25m ago•1 comments

PopWheels helped a food cart ditch generators for e-bike batteries

https://techcrunch.com/2026/01/24/how-popwheels-helped-a-food-cart-ditch-generators-for-e-bike-ba...
1•PaulHoule•26m ago•0 comments

Costs from Trump's tariffs paid mainly by US firms and consumers, NY Fed says

https://www.bbc.com/news/articles/c78x9256pn7o
3•Lyngbakr•26m ago•0 comments

Docker Is Considered Harmful, but it doesn't have to be

https://kubekattle.github.io/ktl/blog/ktl-build-safe-builds.html
1•KyleVlaros•26m ago•0 comments

5 Days, One GPU Gameboy Swarm

https://www.bkase.io/posts/cuda-gameboy-emulator
1•komali2•27m ago•0 comments

Shark filmed swimming in deep Antarctic waters for first time

https://www.abc.net.au/news/science/2026-02-11/shark-filmed-in-deep-antarctic-waters/106222014
2•speckx•27m ago•1 comments

Assistant to the Regional Manager

https://smallpotatoes.paulbloom.net/p/assistant-to-the-regional-manager
2•NaOH•27m ago•0 comments

Show HN: CoChat MCP – Let your team review what your coding agent is building

https://github.com/CoChatAI/mcp-cochat
3•intheleantime•27m ago•0 comments