Ai tools

In-browser LLM inference works in 2026. WebGPU ships in every major engine, WebLLM 0.2.85 carries 163 prebuilt models, and a 4-bit Llama 3.2 1B is a 695MB download needing ~880MB of GPU memory. Working code, real numbers, and the limits.

AI workflow automation: when an off-the-shelf tool is enough and when building your own is worth it. Budget, urgency, scalability and how specific your requirements are decide the answer more than the technology does.

A technical breakdown of what HIPAA-compliant AI systems actually require: BAA scope, encryption, access control, audit logging, and real EHR/FHIR integration challenges.

Struggling with the new trends and shifts to become an excellent developer? Find out how developers can stay ahead in a fast-changing tech landscape.

Long-horizon agent runs fail for structural reasons, not intelligence reasons. Here is what actually holds a multi-hour agent workflow together: a written success contract, separated discovery and delivery phases, persistent state outside the context window, external test oracles, checkpoints, and hard limits on autonomy.

A practical checklist for reviewing an all-in-one AI tools subscription before you buy: what's actually included, testing it against real work, output quality, usage limits, team access, and privacy controls.

A Product Hunt or Hacker News launch needs more than a live link. Here is how indie developers feed the public URL from a Pinggy tunnel straight into an AI URL to Video tool, polish the cut with InVideo AI, and ship a launch demo without recording anything.

Learn how to create an employee onboarding video with an explainer video maker, using Pollo AI to turn training scripts into clear videos without filming a presenter.

OpenMontage is the world's first open-source agentic video production system. Learn how it works, how to set it up for free, and how to share Remotion previews online with Pinggy.

Open Notebook is an open-source NotebookLM alternative with multi-model support, custom podcasts, and a REST API - all running on your own machine. Learn how to set it up with Docker and make it accessible from anywhere with Pinggy.