Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
Subscribe via RSS
Slack's 30 New AI Capabilities: MCP Client, Skills, and CRM Tools
Slack shipped roughly 30 AI capabilities including reusable skills, meeting transcription, and native CRM updates. Here's a tour of every major new feature.
Vibe Kanban vs Paperclip vs Dispatch: Three Philosophies
Three agent tools, three philosophies — visual board, structured queue, and native sub-agent dispatch. A fit-for-use comparison built around workflow style.
AI Setup Porn: The Pattern Killing Builder Productivity
AI setup porn is the new productivity trap: configuring agent frameworks for hours while shipping nothing. Here's the pattern and where it comes from.
What Is Claude Code Chyros? The Always-On Background Daemon Revealed in the Source Leak
Chyros is an unshipped Claude Code feature that runs 24/7, fixes bugs while you sleep, and sends push notifications. Here's what the source leak revealed.
What Is Gemma 4? Google's Apache 2.0 Open-Weight Model With Native Audio and Vision
Gemma 4 ships under Apache 2.0 with native audio, vision, function calling, and thinking. Here's what makes it different from every previous Gemma release.
Veo 3.1 Light at $0.05: How It Stacks Up on Price vs Runway and Kling
Veo 3.1 Light costs $0.05 per clip. Here's how its pricing compares to Runway Gen-3 Turbo, Kling, Minimax Hailuo, and Pika at the budget tier in 2026.
What Is Microsoft MAI Transcribe 1? The Speech Model That Outperforms Whisper and Gemini Flash
MAI Transcribe 1 achieves best-in-class accuracy across 25 languages and beats Whisper, Gemini Flash, and GPT Transcribe on word error rate benchmarks.
What Is the Agentic OS Architecture? How to Build a Business Brain With Claude Code Skills
The Agentic OS stores your brand voice, content strategy, and client context inside Claude Code. Here's how the architecture works and how to set it up.
What Is Anthropic's Prompt Caching and Why Does It Affect Your Claude Subscription Limits?
Anthropic uses prompt caching to reduce compute costs. When third-party tools break caching, your session limits drain faster. Here's the technical explanation.
Gemma 4 vs Qwen 3.5: Which Open-Weight Model Should You Use for Local AI Workflows?
Compare Gemma 4 and Qwen 3.5 on performance, size, context window, and local deployment to find the best open-weight model for your agentic workflows.
How to Install and Share AI Agent Workflows With Journey Kits
Journey Kits lets you install full AI agent workflows with one prompt. Here's how to use it with Claude Code, OpenClaw, and other agent harnesses.
OpenAI's $40B Bet on a Super App: The Strategy Behind the Round
OpenAI's $40B raise funds one AI interface across ChatGPT, Codex, and Sora. The strategy behind the round and what it signals for the wider AI market.
The Post-Prompting Era: How AI Agents Are Shifting From Reactive to Proactive
AI is moving from chat interfaces to always-on background agents. Here's what the post-prompting era means for how you build and use AI workflows.
Inside Gemini's Gmail Features: Catch Me Up, Drafting, and To-Dos
A feature-by-feature look at Gemini's Gmail tools: thread summaries, Catch Me Up, AI drafting, and suggested to-dos — plus how each one works in practice.
What Is Google Gemma 4? The Apache 2.0 Open-Weight Model With Native Audio and Vision
Gemma 4 is Google's first truly open-source model family under Apache 2.0. It runs on phones, supports audio and vision, and rivals closed-source models.
Google Veo 3.1 Light Capabilities: A Technical Model Breakdown
A technical breakdown of Google Veo 3.1 Light: what 720p output looks like, clip length limits, prompt handling, and the full capability ceiling of the model.
What Is Qwen 3.5 Omni? Alibaba's Multimodal Model That Builds Apps From Your Camera
Qwen 3.5 Omni handles text, image, audio, and video and can build a website from a camera description. Here's what it does and how to use it.
What Is Qwen 3.6 Plus? Alibaba's 1M Token Agentic Coding Model Explained
Qwen 3.6 Plus is Alibaba's frontier-level model built for real-world agents, agentic coding, and multimodal vision with a 1M token context window by default.
12 Production AI Agent Primitives Every Builder Should Know (From the Claude Code Leak)
The Claude Code source leak reveals 12 infrastructure patterns behind a $2.5B product: tool registries, permission tiers, session persistence, and more.
What Is the Agentic OS Heartbeat Pattern? How to Keep Your AI Agent Proactive 24/7
The heartbeat pattern runs your AI agent on a schedule, gathers context from APIs, and takes action before you ask. Here's how to build it with Claude Code.
How to Build an AI Agent Command Center: Managing Goals Instead of Terminals
Stop managing terminal tabs and start managing business goals. Learn the architecture behind a kanban-style command center for Claude Code agents.
AI Agent Security: How to Protect Against Prompt Injection and Token Flooding Attacks
Learn how prompt injection, token flooding, and system command mimicry attacks work against AI agents—and how Claude Opus 4.6 defends against them.
AI Agent Token Budget Management: How Claude Code Prevents Runaway API Costs
Claude Code enforces hard token limits, compaction thresholds, and pre-execution budget checks. Here's how to implement the same pattern in your own agents.
How to Build an AI Second Brain That Evolves Over Time with Claude Code and Obsidian
Learn the full architecture for a self-improving AI second brain: memory layers, heartbeat scheduling, skills management, and multi-client support.