Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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What Is Buzz? Jack Dorsey's Open-Source, Agent-Native Slack Rival
Buzz is an open-source Slack alternative from Block where AI agents work as first-class team members. Here's how it works and why it's different.

How to Use ChatGPT Plugins to Automate Your Google Calendar
A practical guide to connecting Google Calendar as a ChatGPT plugin and setting up recurring scheduled tasks that manage your schedule automatically.

ChatGPT Plugins vs Claude Connectors: Which Handles Real Tasks Better?
ChatGPT plugins and Claude connectors both link AI to calendars and apps now. Here's how the two approaches actually compare for real tasks.

The Citizen Developer's Guide to an AI App Builder That Ships
A practical buyer's guide for non-engineers: how to pick an AI app builder that ships a real, ownable app instead of a demo.

Combine Multiple Coding Agents in One IDE Workflow
A practical guide to running Codex, Claude Code, and Kimi CLI together via ACP in a planner-implementer-verifier coding workflow.

What Is Ego Lite? The Fast Open-Source Browser for AI Agents
Ego Lite is an open-source browser that hands AI coding agents like Codex and Claude Code control of your logged-in browser session locally.

Fixer AI Pricing: What Each Plan Unlocks for Gmail and Outlook
Fixer AI pricing broken down by tier: starter, professional, and enterprise. See what each plan unlocks for Gmail and Outlook inbox automation.

Five Questions That Separate a Real AI App Builder From a Toy
A five-question framework for evaluating AI app builders before you commit a team workflow to one — backend depth, ownership, and fit.

Polaris and Vega: Mystery AI Video Models Spark Meta Speculation
Two unnamed AI video models, Polaris and Vega, surfaced on Artificial Analysis. Here's what their outputs suggest and who might be behind them.

Obsidian Skills: Giving AI Agents Access to Your Markdown Notes
Obsidian Skills lets AI agents like Claude Code and Codex read and use your Obsidian markdown notes as a searchable knowledge base.

Qwen3.8-27B Ridge Quant: Run the Full Model on 12GB VRAM
Ridge quantization shrinks Qwen3.8-27B from 50GB to 11.7GB by protecting sensitive GatedDeltaNet layers. Here's how it works and performs.

What a Full-Stack App Actually Costs to Build With Remy
A real cost breakdown: what Remy charges in AI tokens to build a full-stack app, compared to a contractor's day rate and a SaaS subscription.

Why Agencies Keep Building Client Dashboards for Free
Agencies build client dashboards on billable hours, then own nothing. Here's how a spec-driven AI app builder turns that work into a resellable asset.

The AI App Builder IT Can Actually Bless (Without Regretting It)
IT teams don't have to choose between blocking shadow IT and owning the risk. Here's what to check before approving an AI app builder.

Spec-Driven Development: Why Non-Engineers Should Care
Non-engineers can now write the plan an AI turns into a real app. Here's what spec-driven development means for business teams.

What Is Stills Lab? A Free Film-Still Database for AI Prompting
Stills Lab is a free film-still database with color palettes, lens data, and visual search, built to help AI filmmakers write better prompts.

What Is Unsloth? Local LLM Fine-Tuning and Inference Explained
Unsloth is a free, open-source tool for fine-tuning and running open LLMs locally with a point-and-click, ChatGPT-like agent UI.

Why Cursor and Claude Code Struggle to Build a Whole Internal Tool
Coding agents edit code you already have. Building an internal tool from scratch is a different job — here's why it needs a different agent.

Is AI Actually Taking Jobs? What the Hiring Data Really Shows
Hiring data on AI-exposed young workers and startup founder surveys show a slower job market, not mass layoffs. Here's what's really happening.

Five Airtable Alternatives for When the Base Becomes an App
Airtable is a strong database that gets expensive as an app — $45 per editor a month on Business. Five alternatives, including one you own outright.

What Computer Should You Buy for Local AI in 2026?
A practical framework for matching hardware to local AI models, based on VRAM, quantization, and real benchmark testing across Macs, PCs, and mini boxes.

Building a Hardware Recommendation App With Replit's AI Agent
How one developer used Replit's AI agent to plan, build, test, and publish a local AI hardware recommendation web app without hand coding.

How to Set Up Claude.md and Context Files for Your Business
A practical guide to building Claude.md and context files for brand voice, visual identity, and business facts so outputs actually sound like you.

How to Automate Business Workflows with Claude Scheduled Tasks
Learn how to turn Claude from a chat tool into supervised, cloud-run automation for invoice reconciliation, reporting, and recurring business work.