Shares by Calvin
How to Run AI Research Loops With PRAXIST
Asking an AI to fix your code once and hoping it got it right is a coin flip. PRAXIST turns that single shot into a research loop — explore, test, measure, lear…

WebMCP Skill and TypeScript Types for Agent Tooling
Two new pieces of tooling are aimed at the part of WebMCP work that usually gets skipped: a WebMCP Skill and a set of WebMCP Types. The skill bundles best pract…

Google Open-Sources Harness² for Self-Improving AI Agents
Building an AI agent usually means designing its setup once by hand, then watching every new task run through that same fixed setup. Google just open-sourced Ha…

How to Get a Free ai.id Domain
Looking for a domain name that says you build with AI? There is a free ai.id domain on offer, and you claim it with a promo code at checkout. The whole thing ru…

LeanREA: Same Accuracy as REA, 38% Faster and 35% Cheaper
Agent setups that lean on MCP work, but they are not free to run. A new comparison says one 8 KB skill file, LeanREA, does what REA does using plain CLI tools i…

How to Get Google AI Pro Free for 1 Month
A free month of Google AI Pro is on the table. The offer sits on Google's own plan page, and the link below drops you right onto it. That is a full month of the…

How to Add Free Web Search to Your Coding Agent
Your coding agent can write code all day, but ask it about something current and it goes blank. Treg WebAccess is an open-source skill that gives it a real web …

TrendRadar Is an Open-Source Trend Monitor for 11 Platforms
Keeping up with what's trending shouldn't mean checking 11 tabs. TrendRadar is a small open-source tool for people who want to follow news and public-interest t…

How to Start Amazon Affiliate Research From Your Phone
Hunting for a way into Amazon affiliate marketing but you do not own a laptop? You do not need one for the early work. The first stretches of the job, from find…

Command R+ Unaligned 104B Needs Four 24GB GPUs
Running a 104B model at home is not a laptop job, and Command R+ Unaligned is no exception. This one is built for a very specific kind of work, and it asks for …

WizardLM-2 8x22B: Specs and Hardware Needs for the MoE Model
Looking for an open-weight model that can hold up on hard math and logic? WizardLM-2 8x22B is the tenth pick in this uncensored, open-weight series, and it is t…

Qwen 2.5 Coder 32B Runs on a Single 24GB GPU
Running a serious coding model at home usually means two graphics cards and a lot of patience. Qwen 2.5 Coder 32B does it on one. It is the third pick in a seri…

How to Get a Free 1-Year Domain With GitHub Student
Hunting for a free domain for a side project or a portfolio site? If you are a student, GitHub verification is the thing that unlocks one. This share points you…

Gemini 4 Argon Lands at No. 8 on the Frontier AI Benchmark
Google just pushed Gemini 4 Argon into the frontier AI arena, and the top of the board is getting crowded. The Argon (High) variant entered at number 8 on its f…

How to Use Auto Clicker Macro for Android Farming
Grinding the same farming spots in an Android game gets old fast, and your thumb pays for it. Auto Clicker Macro is an open-source app that does the tapping for…

How to Get Free Columbia Online Courses
Want to take a Columbia University online course without paying for it? Right now there is a code that takes 100% off the price. You just need to know where to …

Helix Foundry Brings Palantir-Style Ontology to Open Source
Hunting for a way to model your whole business as one connected graph? Palantir Foundry has been the expensive answer for years. Helix Foundry is an open-source…

Claude Dashboards and Claude Motion Arrive in Beta
Claude has two new features in beta as of today: Dashboards, which turns your own data into live charts, and Motion, which turns your reports into short animate…

How to Get Up to $10,000 in Free Cloudflare Credits
Running a startup and watching your cloud bill climb? Cloudflare's startup program covers up to $10,000 of it for a year, and you don't need VC funding to quali…

How to Explore AI Cybersecurity With 10 GitHub Repos
Security teams are changing how they find, test, and fix vulnerabilities, and a lot of that work now runs on AI. These 10 GitHub repos are a solid starting poin…

OpenMausBot Runs a Team of AI Agents in One Desktop App
Running several AI agents usually means a stack of terminal windows and no clear picture of what any of them is doing. OpenMausBot is an open-source, local-firs…

How to Tag Shopee Affiliate Products in Pinterest Pins
Already running Shopee Affiliate and Pinterest? You can tag the Shopee product directly inside the Pin, and it shows up under your Pin as something people can c…

How to Write AI Prompts That Stop the Guessing
Telling an AI what you want is only half the job. The other half is everything you did not say, and the model has no choice but to fill those gaps in for you. T…

REA: An Open-Source Reverse Engineering Toolkit for AI Agents
Point an AI agent at an app and let it work out how the thing is built. That's the idea behind REA, short for Reverse Engineer Anything — an open-source toolkit…

How to Start Affiliate Marketing From Zero
Want to start affiliate marketing but have no idea where to begin? You do not need a big audience or a budget to make the first move. Here is the whole beginner…

How to Set Up e2e Agentic Testing in One Command
Still babysitting Playwright selectors that break every time a button moves? There is a testing framework called e2e that turns a whole test into one plain Engl…

Awesome Jev Live: A Jev Ecosystem Index With Evidence Grades
Tracking the Jev ecosystem usually means opening dozens of GitHub tabs and guessing which repo is real. Awesome Jev Live pulls it all into one index, and it tel…

How to Make 5 Free Grok AI Videos a Day
Want to turn a still image into a video without paying for credits? This free AI video generator runs on Grok 1.5 Pro and lets you make up to 5 videos a day . A…

How to Find Extra Commission Campaigns in Amazon Creator Connections
If you already have an Amazon Associates account, there is a feature inside it you may never have opened. It is called Creator Connections, and it lines up bran…

