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•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

Sodium-Ion Batteries Can Charge Faster Than Lithium-Ion Ones

https://www.tus.ac.jp/en/mediarelations/archive/20251217_7418.html
1•phyzix5761•1m ago•0 comments

Dyalog and AI // Stefan Kruger // DYNA Fall 2025 [video]

https://www.youtube.com/watch?v=H_wdKeJ8gt4
1•pillowshift•1m ago•1 comments

Show HN: CLIs Are All You Need for Agents

https://github.com/caesarnine/binsmith
1•binalpatel•2m ago•0 comments

Common food preservatives linked to cancer and type 2 diabetes

https://www.cnn.com/2026/01/07/health/food-preservatives-cancer-diabetes-wellness
1•koolhead17•4m ago•0 comments

3D-printed PCB made with liquid metal and PVA

https://www.tomshardware.com/3d-printing/3d-printed-pcb-made-with-pva-and-liquid-metal-is-fully-r...
1•r-bt•4m ago•0 comments

Deep Learning for Molecules and Materials

https://dmol.pub/index.html
1•abracos•6m ago•0 comments

Answer Set Programming (2019) [pdf]

https://www.cs.utexas.edu/~vl/teaching/378/ASP.pdf
1•todsacerdoti•6m ago•0 comments

Name That Part: 3D Part Segmentation and Naming

https://arxiv.org/abs/2512.18003
1•unisub_guy•8m ago•0 comments

Show HN: See how LLM providers will make money off of you

1•boh•8m ago•0 comments

Boston Dynamics and Google DeepMind Partners on AI-Powered Atlas Humanoid

https://scienceclock.com/boston-dynamics-google-deepmind-atlas-robots/
2•ashishgupta2209•8m ago•0 comments

Developers Are Solving the Wrong Problem

https://caseysoftware.com/blog/developers-are-solving-the-wrong-problem
1•speckx•9m ago•0 comments

Inlining – The Ultimate Optimisation

https://xania.org/202512/17-inlining-the-ultimate-optimisation
1•PaulHoule•9m ago•0 comments

AI Models Are Starting to Learn by Asking Themselves Questions

https://www.wired.com/story/ai-models-keep-learning-after-training-research/
1•ryan_j_naughton•9m ago•0 comments

Using and Managing Consents in an Express App (2023)

https://fusionauth.io/blog/consents-example
1•mooreds•10m ago•0 comments

McDonald's job post mention that you should lift up to 50 lbs as Qualifications

https://www.indeed.com/jobs?q=usa+tech&vjk=0fb6a6b75fcbfe00
1•danver0•11m ago•1 comments

Show HN: Fart Map

https://fart.mp
1•julien421•11m ago•0 comments

Anthropic Blocked Opencode

https://github.com/anthropics/claude-code/issues/17118
1•mooreds•11m ago•0 comments

CES 2026 was awash in bodily fluids

https://www.theverge.com/tech/859132/optimizer-ces-2026-metabolism-bodily-fluids-health-tech-wear...
1•mooreds•11m ago•0 comments

How Mathematical Modeling Is Transforming Clinical Decision-Making

https://aacrjournals.org/cancerres/article-abstract/85/24/4866/770536/Mathematical-Oncology-How-M...
1•mathoncbro•12m ago•0 comments

One-Click Homelab: Integrating GitLab, Proxmox and K8s with GitOps Principles

https://strafo.net/blog/iac-homelab/
1•Strafo•13m ago•0 comments

htmx Preload Extension

https://htmx.org/extensions/preload/
1•tosh•16m ago•0 comments

Uber's Journey from Monitoring to Observability

https://www.uber.com/blog/from-monitoring-to-observability-cloud-native/
1•jiffyjlu•16m ago•0 comments

Poll: Which transportation modes have you used?

2•7402•17m ago•0 comments

Why is Japan souring on foreign workers and tourists?

https://www.economist.com/asia/2026/01/05/why-is-japan-souring-on-foreign-workers-and-tourists
1•andsoitis•18m ago•1 comments

Tell HN: Anthropic is restricting usage of API keys to Claude Code

1•rglullis•18m ago•0 comments

Building intuition around Rust borrow errors

https://quinedot.github.io/rust-learning/index.html
1•sph•21m ago•0 comments

Building an AI Football Commentator

https://getstream.io/blog/ai-football-commentator-lessons/
1•TheAnkurTyagi•21m ago•0 comments

US Office of Personnel Management Federal Workforce Data

https://data.opm.gov/
1•atlasunshrugged•22m ago•0 comments

Show HN: A Metal-first renderer for macOS with a native editor

https://github.com/bursot/Crescent-Engine
1•bursot•23m ago•0 comments

Claude Code: Building my own policy council

https://www.thefunsinthefight.com/p/how-i-spent-my-holidays-with-claude
1•m-hodges•23m ago•0 comments