Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
Subscribe via RSS
HappyShrimp AI Music Pricing: Free Tier, Paid Plans, and Licensing Gaps
HappyShrimp's free tier, $5 and $20 monthly plans, song limits, and unclear commercial licensing terms, explained for creators considering the tool.
HappyShrimp vs Suno: Which AI Music Generator Sounds Better?
A hands-on look at how Alibaba's new HappyShrimp AI music generator stacks up against Suno v5.5 on vocals, genre range, and anthem rock.
How the /loop Command in Hermes Agent Automates Status Checks
A hands-on look at Hermes Agent's /loop feature, which lets a local AI agent watch time-dependent tasks on a timer and report back automatically.
Loop vs Goal vs Cron in Hermes Agent: Which Should You Use?
Hermes Agent's loop, goal, and cron modes solve different problems. Here's how each works and when to pick one over the others.
How to Become the AI Person at Your Company: A Career Roadmap
A three-phase roadmap for becoming an in-house AI implementation expert, backed by PwC and McKinsey data on AI skills pay and adoption gaps.
What Is Speculative Decoding? How Draft Models Speed Up LLMs
Speculative decoding explained: how a small draft model and a verification pass let large language models generate tokens faster without quality loss.
What Is the White House's AI Action Plan? Open Source Explained
Michael Kratsios explains the US AI Action Plan, the White House's stated commitment to open-weight models, and why it avoids hard compute rules.
AI Agent Swarm Attacks: The Emerging Security Threat Explained
Poisoned agent skills, unlocked APIs, and ambiguous goals are converging into agent swarm attacks. Here's how the threat model actually works.
How to Make Your Software Development Lifecycle AI-Native
A practical guide to embedding AI coding agents into your existing SDLC across PM, dev, and QA workflows, without adopting a rigid framework.
Antares-1B: Cisco's Tiny Model That Hunts Code Vulnerabilities Locally
Cisco's 1B-parameter Antares model localizes vulnerabilities in code repos and runs on a single GPU. Here's how it works and how to deploy it.
The Best AI Platforms for Building Approval Workflows
Comparing Retool, Airtable, chatbot builders, and Remy for expense, vendor, PTO, and procurement approval workflows — what each actually ships.
The Best AI Platforms for Automating Operations in 2026
A field guide to AI platforms for automating operations — workflow tools, app builders, and product agents — and which job each one actually wins.
The Best AI Platforms for Building Internal Tools in 2026
A practical, honest comparison of AI platforms for building internal tools — what each one ships with, what it costs, and where it fits.
The Best AI Platforms for Full-Stack Apps: Backend Depth Compared
Five AI platforms compared on backend, database, and auth depth — not surface polish alone — to find what actually ships a full-stack app.
The Best AI Tools for Building Real Software With No Code
A practical comparison of AI tools that let non-technical builders ship real, working software — not just clickable prototypes.
Build vs. Buy Just Got a Third Option: Compile It
Comparing build vs. buy for internal tools? Compiling from a spec is a third option — you own the code without hiring an engineer.
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.