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Easton editorial illustration: three large editor-mode cards around one task dial

Technology25 posts in this series

Cursor: Agent Mode, Pricing, Quotas, Errors, and Workflows

A Cursor hub for Agent Mode, pricing, quotas, network issues, errors, project context, and productivity workflows.

Agent ModePricing and quotasNetwork fixes

Start With Part 1

Easton editorial illustration: one project core passing beneath three successive nameplates

AI & Intelligence36 posts in this series

OpenClaw: Installation, Security, and Deployment

An OpenClaw path for installation, configuration, security, deployment, troubleshooting, and performance optimization.

Install OpenClawConfigure openclaw.jsonFix setup errors

Start With Part 1

Easton editorial illustration: one laptop workspace loading a model cube into local chat

AI & Intelligence18 posts in this series

Ollama: Local LLM Setup, Configuration, and Integration

A local LLM path for Ollama setup, model management, APIs, Web UIs, local RAG, and hardware trade-offs.

Install OllamaModel setupAPI configuration

Start With Part 1

Easton editorial illustration: three large ascending plan cards around a value compass

Technology23 posts in this series

Cloudflare Guides: Pricing, DNS, CDN, SSL, and Security Setup

A Cloudflare guide for pricing, DNS, CDN, SSL, WAF, Workers, Pages, and practical deployment decisions.

Pricing decisionsDNS and CDNSSL and WAF

Start With Part 1

Featured Articles

Essential articles, guides, and project notes worth reading first.

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Easton editorial illustration: one local-model engine connected to three GPU acceleration lanes

Apr 25, 2026AI & Intelligence

Ollama GPU Acceleration: Complete Guide for CUDA, ROCm & Metal

AI & Intelligence

Ollama GPU Acceleration: Complete Guide for CUDA, ROCm & Metal

Complete Ollama GPU acceleration guide covering NVIDIA CUDA, AMD ROCm, and Apple Metal platforms. Includes verification steps, multi-GPU setup, and troubleshooting for 10-20x faster local LLM inference.

Apr 25, 2026

Easton editorial illustration: production agent control room

Feb 5, 2026AI & Intelligence

OpenClaw Architecture Explained: Gateway, Channel, and LLM Layers

AI & Intelligence

OpenClaw Architecture Explained: Gateway, Channel, and LLM Layers

Want to understand how OpenClaw works internally? This guide explains the Gateway, Channel, and LLM layers, session flow, provider plugins, and where to extend the system safely.

Feb 5, 2026

Easton editorial illustration: durable queue station

Feb 5, 2026AI & Intelligence

OpenClaw Enterprise Deployment in Practice: Complete Guide to Multi-User Management, Permission Isolation, and Security Hardening

AI & Intelligence

OpenClaw Enterprise Deployment in Practice: Complete Guide to Multi-User Management, Permission Isolation, and Security Hardening

From chaos to standardization: detailed explanation of OpenClaw enterprise deployment architecture selection, RBAC permission control, CVE vulnerability fixes, audit logging systems, and DevOps automation solutions, with production-verified configuration files and scripts.

Feb 5, 2026

Easton editorial illustration: modular AI application workbench

Feb 5, 2026AI & Intelligence

How to Optimize OpenClaw Performance: Lower Cost and Speed Up Responses

AI & Intelligence

How to Optimize OpenClaw Performance: Lower Cost and Speed Up Responses

OpenClaw slow or expensive? This guide explains the biggest token and memory bottlenecks, then shows how to cut costs, reduce latency, and tune Docker, context, and model settings.

Feb 5, 2026

Easton editorial illustration: personal agent daily-operations hub

Feb 4, 2026AI & Intelligence

OpenClaw Capabilities Matrix: Complete Guide to 7 Core Modules & 100+ Skills

AI & Intelligence

OpenClaw Capabilities Matrix: Complete Guide to 7 Core Modules & 100+ Skills

Deep dive into OpenClaw's 7 core capability modules and 100+ pre-configured skills, from shell commands to smart home control. A complete practical guide from beginner to expert, with security best practices.

Feb 4, 2026

Easton editorial illustration: agent framework comparison toolbox

Feb 4, 2026AI & Intelligence

OpenClaw Security Alert: 5 Critical Risks You Must Know

AI & Intelligence

OpenClaw Security Alert: 5 Critical Risks You Must Know

OpenClaw harbors severe security issues including remote code execution vulnerability (CVE-2026-25253), API key exposure, prompt injection attacks, with 12% of ClawHub Skills being malicious. This article details 5 major risks and practical defense strategies.

Feb 4, 2026

Apr 25, 2026AI & Intelligence

OpenClaw Architecture Explained: Gateway, Channel, and LLM Layers

Want to understand how OpenClaw works internally? This guide explains the Gateway, Channel, and LLM layers, session flow, provider plugins, and where to extend the system safely.

Feb 5, 2026

Feb 5, 2026AI & Intelligence

OpenClaw Enterprise Deployment in Practice: Complete Guide to Multi-User Management, Permission Isolation, and Security Hardening

AI & Intelligence

OpenClaw Enterprise Deployment in Practice: Complete Guide to Multi-User Management, Permission Isolation, and Security Hardening

Feb 5, 2026

Feb 5, 2026AI & Intelligence

How to Optimize OpenClaw Performance: Lower Cost and Speed Up Responses

AI & Intelligence

How to Optimize OpenClaw Performance: Lower Cost and Speed Up Responses

OpenClaw slow or expensive? This guide explains the biggest token and memory bottlenecks, then shows how to cut costs, reduce latency, and tune Docker, context, and model settings.

Feb 5, 2026

Feb 4, 2026AI & Intelligence

OpenClaw Capabilities Matrix: Complete Guide to 7 Core Modules & 100+ Skills

AI & Intelligence

OpenClaw Capabilities Matrix: Complete Guide to 7 Core Modules & 100+ Skills

Feb 4, 2026

Feb 4, 2026AI & Intelligence

OpenClaw Security Alert: 5 Critical Risks You Must Know

AI & Intelligence

OpenClaw Security Alert: 5 Critical Risks You Must Know

Feb 4, 2026

★Featured

Apr 25, 2026•AI PracticeAI & Intelligence

Ollama GPU Acceleration: Complete Guide for CUDA, ROCm & Metal

★Featured

AI & Intelligence

Ollama GPU Acceleration: Complete Guide for CUDA, ROCm & Metal

Apr 25, 2026•AI Practice

AI & Intelligence•Feb 5, 2026

OpenClaw Architecture Explained: Gateway, Channel, and LLM Layers

AI & Intelligence•Feb 5, 2026

OpenClaw Enterprise Deployment in Practice: Complete Guide to Multi-User Management, Permission Isolation, and Security Hardening

AI & Intelligence•Feb 5, 2026

How to Optimize OpenClaw Performance: Lower Cost and Speed Up Responses

AI & Intelligence•Feb 4, 2026

OpenClaw Capabilities Matrix: Complete Guide to 7 Core Modules & 100+ Skills

AI & Intelligence•Feb 4, 2026

OpenClaw Security Alert: 5 Critical Risks You Must Know

Weekly Recommended Reads

Practical reads to help you decide what to try next this week

Easton editorial illustration: one compact local-model engine on a performance console

Apr 10, 2026AI & Intelligence

Ollama Performance Optimization: Complete Guide to Quantization, Batch Processing, and Memory Tuning

Easton editorial illustration: one agent pointer moving a task card through three gates

Jan 10, 2026Technology

Complete Guide to Cursor Agent Mode: Start AI-Powered Automation in 3 Steps (2026)

Easton editorial illustration: container packing dock

Dec 17, 2025Technology

Best Docker Registry Mirror China 2026: Fix Pull Timeout in 5 Minutes

Latest Articles

Recently published notes on AI, development, and independent products.

Easton editorial illustration: Codex project workflow bench

Jul 30, 2026AI & Intelligence

Codex Test-Driven Development: Make AI Write the Test First, Then Get to Green

AI & Intelligence

Codex Test-Driven Development: Make AI Write the Test First, Then Get to Green

A practical Codex TDD workflow: write a failing test first, make the smallest implementation change, run real tests, and use diff review, CI, and GitHub status checks to prevent false green results.

Jul 30, 2026

Easton editorial illustration: central cache vault with stacked prompt blocks, cold request entering the vault, warm request reusing the cached blocks, small timestamp block diverted away from the cache

Jul 29, 2026AI & Intelligence

Why Prompt Caching Is Not Saving Money: Troubleshoot AI Coding Agents with prompt-cache-skills

AI & Intelligence

Why Prompt Caching Is Not Saving Money: Troubleshoot AI Coding Agents with prompt-cache-skills

Diagnose volatile prefixes, cache keys, disabled defaults, and short TTLs, then use prompt-cache-skills and cold-versus-warm requests to verify real cache hits.

Jul 29, 2026

Easton editorial illustration: charcoal CODEX terminal with a small orange harness ring, four-stage circular workflow labeled MEMORY, PLAN, BUILD, VERIFY

Jul 28, 2026AI & Intelligence

How to Use LazyCodex for Codex Memory, Planning, and Verification

AI & Intelligence

How to Use LazyCodex for Codex Memory, Planning, and Verification

See how LazyCodex adds hierarchical AGENTS.md context, durable plan execution, and evidence-based verification to Codex, with setup steps and Codex Light boundaries.

Jul 28, 2026

Easton editorial illustration: one raised charcoal terminal console with a small exec prompt, three compact output artifacts: changelog sheet, issue-tag stack, documentation checklist, one small lock gate leading to a separate patch or pull-request card

Jul 27, 2026AI & Intelligence

Codex Failure Cases: Why AI Breaks Code and How to Review Its Changes

AI & Intelligence

Codex Failure Cases: Why AI Breaks Code and How to Review Its Changes

A practical review workflow for Codex changes: spot oversized diffs, weak tests, CI shortcuts, missing review, and unclear scope, then use scope, plan, patch, verify, review, and rollback gates before merging.

Jul 27, 2026

Easton editorial illustration: terminal-to-editor relay

Jul 26, 2026AI & Intelligence

Codex Security Boundaries: Permissions, Sandboxes, and Secret-Leak Controls

AI & Intelligence

Codex Security Boundaries: Permissions, Sandboxes, and Secret-Leak Controls

A practical guide to Codex security boundaries across local work, Cloud, and CI: sandbox modes, approvals, permission profiles, dependency installs, Cloud secrets, GitHub Actions API keys, and leak response.

Jul 26, 2026

Easton editorial illustration: large four-position entry selector dial, single starter task card, four mode sockets

Jul 25, 2026AI & Intelligence

Codex Skills and Plugins Guide: Turn Team Workflows into Reusable Capabilities

AI & Intelligence

Codex Skills and Plugins Guide: Turn Team Workflows into Reusable Capabilities

A practical guide to AGENTS.md, Codex Skills, Plugins, MCP, and Subagents: build a minimal code-review Skill, then decide when it should become a role-specific plugin.

Jul 25, 2026

Easton editorial illustration: large dark node-graph workspace with orange connected nodes

Jul 24, 2026AI & Intelligence

Automate Batch Image Generation with the ComfyUI API

AI & Intelligence

Automate Batch Image Generation with the ComfyUI API

Export a ComfyUI API-format workflow, submit it through /prompt, wait over WebSocket, download outputs, and add batching, queue limits, and backend job tracking.

Jul 24, 2026

Easton editorial illustration: one large rounded charcoal node-canvas console, one orange video filmstrip emerging from the workflow

Jul 23, 2026AI & Intelligence

ComfyUI Video Generation: Wan Text-to-Video, Image-to-Video, and AnimateDiff

AI & Intelligence

ComfyUI Video Generation: Wan Text-to-Video, Image-to-Video, and AnimateDiff

Run your first ComfyUI video workflow with Wan or AnimateDiff, covering model folders, custom nodes, frames, FPS, VRAM limits, export, and troubleshooting.

Jul 23, 2026

Easton editorial illustration: large rounded image-editing canvas with a pixel-soft left region and a clean detailed right region, orange translucent inpaint mask over one small facial area, magnifier revealing restored pixels

Jul 22, 2026AI & Intelligence

ComfyUI Upscaling and Inpainting: Hires Fix, FaceDetailer, and Local Repairs

AI & Intelligence

ComfyUI Upscaling and Inpainting: Hires Fix, FaceDetailer, and Local Repairs

Choose between pixel upscaling, latent resampling, FaceDetailer, manual inpainting, and tiled upscaling, then troubleshoot face drift, seams, and mask spill.

Jul 22, 2026

Easton editorial illustration: one compact charcoal graphics card with an orange 8GB VRAM gauge, one small ComfyUI-style node chain passing through the GPU memory window

Jul 21, 2026AI & Intelligence

ComfyUI Low-VRAM Optimization: Run SDXL, FLUX, and Video Workflows on 6–8GB GPUs

AI & Intelligence

ComfyUI Low-VRAM Optimization: Run SDXL, FLUX, and Video Workflows on 6–8GB GPUs

Run ComfyUI on 6–8GB GPUs by budgeting model weights, T5, VAE, resolution, and batch size, then troubleshoot OOM errors and slow FLUX or video workflows.

Jul 21, 2026

Easton editorial illustration: central rounded pseudo-node chain from BASE through two LoRA modules to four matching character portrait tiles

Jul 20, 2026AI & Intelligence

Using LoRA in ComfyUI: Loading, Weights, Stacking, and Character Consistency

AI & Intelligence

Using LoRA in ComfyUI: Loading, Weights, Stacking, and Character Consistency

Load LoRA files in ComfyUI, tune strength_model and strength_clip, stack multiple LoRAs, match the base model, reduce character drift, and troubleshoot weak results.

Jul 20, 2026

Easton editorial illustration: central orange ControlNet node with visible input and output sockets, three compact reference tiles showing a pose skeleton, Canny edges, and depth contours, one framed output portrait whose pose and composition match the reference tiles

Jul 19, 2026AI & Intelligence

ComfyUI ControlNet: Control Poses and Composition with OpenPose, Canny, and Depth

AI & Intelligence

ComfyUI ControlNet: Control Poses and Composition with OpenPose, Canny, and Depth

Set up ControlNet in ComfyUI, match preprocessors to models, tune strength and sampling ranges, combine controls, and troubleshoot weak or missing effects.

Jul 19, 2026

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