Automation Articles
Browse 948 articles about Automation.
How to Build a Brand Context Folder That Makes Every AI Output Sound Like You
A brand context folder with voice profile, visual identity, and positioning files gives every Claude session consistent, on-brand outputs from the start.
How to Use Claude Code's /goal Command with Routines for Fully Autonomous Scheduled Workflows
Combining /goal with Claude Code routines lets you set finish conditions and run recurring tasks on a cron schedule without ever sitting at your terminal.
Confidence-Scheduled Verification: How DeepSpark Cuts Wasted GPU Compute in AI Agents
DeepSpark's confidence-scheduled verifier skips low-probability tokens under load, saving GPU resources and speeding up production AI agent inference.
Human-in-the-Loop Checkpoints for AI Agents: Why Full Autonomy Is the Wrong Goal
The best AI workflows aren't fully autonomous. Learn how to identify the two or three checkpoints where human review prevents costly mistakes and AI slop.
OpenAI Codex Record and Replay: How to Automate Repetitive Computer Tasks Without Code
Codex's record-and-replay feature lets you demonstrate a workflow once and have AI repeat it. Learn how it works, its limits, and how to use it effectively.
How to Use Seed Audio as a Reference for Seedance Video Generation
Generating audio first with Seed Audio and using it as a Seedance reference produces better voice acting and ambient sound while reducing expensive re-rolls.
How to Build a Multi-Perspective AI Research Workflow Using the STORM Method
Stanford's STORM method uses five expert agent personas to produce research 25% more organized than single-prompt approaches. Here's how to build it.
What Is DeepSpark? DeepSeek's Speculative Decoding Method That Makes Every LLM Faster
DeepSpark is DeepSeek's open-source speculative decoding system delivering 50–400% faster inference without retraining. Here's how it works.
What Is Seed Audio 1.0? ByteDance's Audio Scene Generator for AI Video Workflows
Seed Audio 1.0 generates full audio scenes with dialogue and ambient sound at 18 cents per minute. Learn how it improves Seedance video generation quality.
Claude Code Auto Mode, /goal, and /routines: How to Run Agents Without You
Learn how to combine Claude Code's auto mode, /goal command, and routines to build AI workflows that run scheduled tasks without human supervision.
How to Build an AI Second Brain Knowledge Base with Claude Code
Learn how to build an AI second brain using Claude Code with voice profiles, visual identity files, and positioning docs that power every agent session.
How to Use the /goal Command in Claude Code for Fully Autonomous Workflows
The /goal command in Claude Code keeps agents running until a measurable condition is met. Learn how to set goals, exit criteria, and combine with sub-agents.
Speculative Decoding Explained: How Draft Models Make AI Agents Faster
Speculative decoding uses a small draft model to guess tokens and a large model to verify them. Learn how it cuts AI agent latency without losing quality.
What Is Hermes Agent? The Open-Source AI Agent Platform Explained
Hermes Agent is an open-source AI agent with built-in skills, memory, scheduling, and Stripe payments. Learn how it compares to Claude Code and OpenClaw.
How to Build a Brand Context Folder for AI Agents: Voice, Visual Identity, and Positioning
A brand context folder gives every AI session your voice, design tokens, and ICP. Learn how to build one in 30 minutes and inject it into every workflow.
Context Rot in AI Agents: What It Is and How to Fix It with Session Handoffs
AI models degrade as conversations grow longer. Learn what context rot is, when it starts, and how session handoff skills keep your agents sharp.
How to Coordinate Multiple AI Agents Without Copying and Pasting Between Tools
Most AI users manually carry context between tools. Learn how ticket-based queues and shared state let agents hand off work without human intervention.
OpenAI Codex Record and Replay: How to Automate Repetitive Computer Tasks
OpenAI Codex's record-and-replay feature lets you record any workflow and replay it automatically. Learn how it works, its reliability, and best practices.
Agentic Engineering vs Vibe Coding: Google's Spectrum and Why It Matters for Builders
Google's AI coding masterclass defines a spectrum from vibe coding to agentic engineering. Learn which approach to use and when for reliable AI-built software.
G Stack by Garry Tan: 23 AI Specialists and 8 Power Tools for Your Coding Agent
G Stack turns Claude Code into a virtual engineering team with 23 specialists including CEO, QA lead, and security officer. Here's how to install and use it.