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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: SoundLocate – Find your city match based on music taste

https://soundlocate.com
1•akhow•59s ago•0 comments

Should You Resign?

https://marginalrevolution.com/marginalrevolution/2026/01/should-you-resign.html
2•speckx•3m ago•0 comments

Meta guides FY26 capex to $115-135B, up from $72B in FY25

https://www.marvin-labs.com/blog/meta-ai-strategy-infrastructure-investment-analysis/
1•alexdoesstuff•3m ago•1 comments

Tesla lurches into the Musk robotics era

https://www.ft.com/content/6a6cfa00-6f51-4abc-bd68-1738580bd2c5
1•nutjob2•5m ago•0 comments

Tesla scraps models in pivot to AI

https://www.ft.com/content/78d53ce6-a731-496c-8d8b-e53bc35f49a8
1•nutjob2•6m ago•0 comments

Why Linux wound up with system package managers

https://utcc.utoronto.ca/~cks/space/blog/linux/WhySystemPackageManagers
1•bariumbitmap•6m ago•0 comments

Tempura – A Weather Forecast TUI

https://github.com/1a/tempura
1•CaptainV•7m ago•1 comments

Valve Developer Improves Aging AMD APUs on Linux with VRR, DP/HDMI Audio, HDR

https://www.phoronix.com/news/AMDGPU-DC-Improved-GCN-1.1-APUs
1•speckx•7m ago•0 comments

How I would hack Clawdbot users (from the pov of a UX designer)

https://teddessert.substack.com/p/how-i-would-hack-clawdbot-users-if
1•donji•8m ago•0 comments

'We have been able to restore memories that were thought to be lost'

https://english.elpais.com/science-tech/2026-01-13/steve-ramirez-neuroscientist-we-have-been-able...
1•PaulHoule•9m ago•0 comments

Show HN: I made a new compression algorithm

https://github.com/BrowserBox/LZW-X
2•keepamovin•9m ago•1 comments

Shrinking a language detection model to under 10 KB

https://david-gilbertson.medium.com/shrinking-a-language-detection-model-to-under-10-kb-b729bc25fd28
1•gkbrk•10m ago•0 comments

Tips for using Cursor for Agentic Programming in productive teams

https://www.neuroforge.de/post/tips-for-using-cursor-for-agentic-programming-in-productive-teams-...
1•ancieque•11m ago•0 comments

Picking uncontested private IP subnets with usage data

https://blog.benjojo.co.uk/post/picking-unused-rfc1918-ip-space
2•gmemstr•12m ago•0 comments

Show HN: System to have Claude compose and perform a techno track end-to-end

https://github.com/hughes7370/AbletonComposer
1•digitcatphd•14m ago•0 comments

Looi – A Minimal, Customizable New Tab Page for Firefox, Chrome(With Widgets and

https://github.com/prinzpiuz/looi
1•todsacerdoti•15m ago•0 comments

The Vampire Paradox

https://worldsensorium.com/the-vampire-paradox/
1•dnetesn•15m ago•0 comments

An interactive tool to visualize data on the foreign-born population in Spain

https://www.dedonde.es
1•akyuu•16m ago•0 comments

Can We Protect Science?

https://nautil.us/can-we-protect-science-1264227/
1•dnetesn•16m ago•0 comments

We All Ended Up in Islington: The Hidden Multi-Dimensionality of UK Segregation

https://laurenleek.substack.com/p/we-all-ended-up-in-islington-the
1•francis_lewis•18m ago•0 comments

Intranasal drug delivery achieves therapeutic levels in the brain

https://www.placera.se/pressmeddelanden/nosa-plugs-nosa-receives-positive-organ-data-from-in-vivo...
2•tmikaeld•18m ago•0 comments

Show HN: Formatter Workspace – A multi-pane JSON/XML inspector and formatter

https://www.formatter-workspace.com/
1•maggie-r-m-88•18m ago•0 comments

Show HN: Rent VPS from your terminal

https://tui.bluedot.ink
1•keepamovin•19m ago•0 comments

Microworld eScan Supply Chain Compromised (2026-01-20)

https://www.morphisec.com/blog/critical-escan-threat-bulletin/
1•xiconfjs•20m ago•0 comments

Radicle Plugin for Claude Code

https://app.radicle.xyz/nodes/rosa.radicle.xyz/rad%3AzvBj4kByGeQSrSy2c4H7fyK42cS8
1•0x3o3•20m ago•0 comments

The Sovereign Tech Fund Invests in Scala

https://www.scala-lang.org/blog/2026/01/27/sta-invests-in-scala.html
2•bishabosha•20m ago•0 comments

From Pratt parsing to the Dijkstra shunting yard

https://matklad.github.io/2020/04/15/from-pratt-to-dijkstra.html
2•fanf2•21m ago•0 comments

Custom AI vs. Off-the-Shelf Platform for Large Enterprises in 2026?

1•datacouch•24m ago•0 comments

Atomic variables are not only about atomicity

https://sander.saares.eu/2026/01/25/atomic-variables-are-not-only-about-atomicity/
1•itzlambda•26m ago•0 comments

Show HN: A Python CLI for Managing AI Agent Skills

https://github.com/ludo-technologies/add-skills
1•d-yoda•28m ago•1 comments