frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

The Apple II Moment is here

https://hipocampus.ai/blog/apple-ii-moment
1•LivingGlitcher•35s ago•1 comments

Flock Condemns False Child Predator Allegations, Yet Calls Critics Terrorists

https://ipvm.com/reports/flock-allegations-critics
1•jhonovich•1m ago•0 comments

GPT‑2: 1.5B release (2019)

https://openai.com/index/gpt-2-1-5b-release/
1•Alifatisk•5m ago•0 comments

IEEE SouthEastCon 2026 Authors List

https://edas.info/web/southeastcon2026/program.html
1•yoryter•6m ago•0 comments

Oil Depletion Allowance

https://en.wikipedia.org/wiki/Oil_depletion_allowance
1•thelastgallon•10m ago•0 comments

Decode Your Life Path and Love Line Instantly

https://destinymatrics.com/
1•hmazapthan•12m ago•0 comments

Snakes and Ladders

https://entropicthoughts.com/snakes-and-ladders
1•kqr•12m ago•0 comments

AI Is Finding More Bugs Than Open-Source Teams Can Fight Off

https://www.bloomberg.com/news/articles/2026-04-17/anthropic-s-mythos-adds-strain-on-cybersecurit...
2•helsinkiandrew•18m ago•2 comments

5x faster prime generation than OpenSSL via Riemann zeta zeros (SpectralPrimes)

https://github.com/model-vpr/ultrafast-spectral-primes
1•vpr-research•20m ago•0 comments

Launchstack – Open-source knowledge layer that index your docs for Claude MCP

https://github.com/Deodat-Lawson/LaunchStack
1•DaggersDreaming•21m ago•0 comments

The quiet disappearance of the free-range childhood

https://bigthink.com/mind-behavior/the-quiet-disappearance-of-the-free-range-childhood/
5•sylvainkalache•25m ago•0 comments

State of Kdenlive

https://kdenlive.org/news/2026/state-2026/
3•f_r_d•27m ago•0 comments

Practical Antiforgery in Software Design

https://hudlow.org/2026/practical-antiforgery
2•fanf2•27m ago•0 comments

Floating Point Fun on Cortex-M Processors

https://danielmangum.com/posts/floating-point-cortex-m/
2•hasheddan•28m ago•0 comments

Bacterial enzyme-responsive hydrogels deliver antibiotics to infected wounds

https://www.science.org/doi/10.1126/sciadv.adz0786
2•PaulHoule•28m ago•0 comments

Poor Planning and Lax Oversight Wastes Millions

https://www.mass.gov/doc/the-steamship-authoritys-website-development-project/download
3•jonl521•29m ago•0 comments

Tell HN: GitHub Apps – Private key is not private

https://github.com/login
1•time4tea•29m ago•1 comments

A Consigliere on Every Desk and in Every Home

https://www.wysr.xyz/p/a-consigliere-on-every-desk-and-in
1•martialg•29m ago•0 comments

A 1151-Year Quasi-Commensurability Among All Planets Except Uranus

https://arxiv.org/abs/2604.03049
1•zenutrio•33m ago•0 comments

Mac-control-MCP – 63-tool native Swift MCP server for macOS

https://github.com/AdelElo13/mac-control-mcp
1•adelelo13•34m ago•0 comments

The Download: cyberscammers' banking bypasses, and carbon removal troubles

https://www.technologyreview.com/2026/04/16/1136034/the-download-cyberscammers-banking-bypasses-m...
2•joozio•34m ago•0 comments

Show HN: Ricci Flow – AI Web Scraper

https://chromewebstore.google.com/detail/ricci-flow-–-ai-web-scrap/ngeodkdeahmlnceiomeeidoidhni...
2•qwikhost•34m ago•0 comments

Who Uses AI Agents (and Who Just Runs the Demo)

https://www.bhusalmanish.com.np/blog/posts/who-actually-uses-ai-agents.html
2•okchildhood•35m ago•0 comments

Escaped wolf returned to zoo after nine-day search

https://www.cnn.com/2026/04/17/asia/south-koreans-escaped-wolf-intl-scli
1•Bender•35m ago•2 comments

Show HN: TweakIdea – 14-dimension startup idea evaluation in Claude Code

https://github.com/eph5xx/tweakidea
1•ephx•41m ago•0 comments

Tomb Raider Studio Faces Fourth Round of Layoffs in Just 12 Months

https://kotaku.com/tomb-raider-remake-crystal-dynamics-layoffs-2000680096
2•PaulHoule•42m ago•0 comments

Atlassian's new data collection policy protects rich customers, AI eats the rest

https://www.theregister.com/2026/04/18/atlassians_new_data_collection_policy/
2•Bender•43m ago•0 comments

Venice AI – private and unbiased AI

https://venice.ai/
1•t0bia_s•44m ago•0 comments

Convolutional neural networks in APL (2019)

https://dl.acm.org/doi/10.1145/3315454.3329960
1•tosh•48m ago•0 comments

Type-level invariants in the Spectre Programming Language

https://spectre-docs.pages.dev/type-system-expanded#type-level-invariants
1•death_eternal•49m ago•0 comments