OpenLumara: A Modular, Local-First AI Agent vs OpenClaw & Hermes
Fahd Mirza installs OpenLumara — a from-scratch, module-toggleable Python agent — and connects it to Ollama, pitched against OpenClaw and Hermes.
Last updated: 2026-07-18
OpenClaw & Claude Code News & Video Summaries
Every OpenClaw story we've covered — releases, tutorials, and analysis, summarised from the community and the official changelog. 143 and counting. New summaries are published as videos drop.
Looking for guides instead? See the OpenClaw hub.
Nick Saraev's AI Agent Workflow: Linear + Webhooks + Fable 5
How Nick Saraev's $400k/month business runs AI agents: a shared Linear workspace where 'AI ready' tasks fire a webhook to a Fable 5 agent.
AI Developer Workflows: The Pattern Beyond "Loop Engineering" (analysis, not a how-to)
IndyDevDan argues "loop engineering" is a misnomer — the real unit of agentic work is the AI developer workflow combining engineers, agents, and code. Analysis, not a how-to.
Claude Code + Clay: Automate Lead Gen & Cold Email With One Goal Prompt
Nate Herk wires Claude Code to Clay's B2B data via a plugin, then uses a single /goal prompt to source, enrich, and write personalized cold email for 50 HVAC leads — sub-agents, verification passes, and a ready-to-send CSV, all in natural language.
Claude Code for Beginners: The Harness Mindset and 6 AI Skills
Nate Herk's beginner course explains what Claude Code actually is — a harness that pairs an AI model with your context — then walks through six AI skills to future-proof your career: being the AI person, taste, context engineering, iteration speed, and building your own Jarvis.
GPT-5.6 Sol vs Fable 5: Cost, Tokens & Agentic Builds Tested
Nate Herk runs GPT-5.6 Sol (Codex) against Fable 5 (Claude Code) on identical build prompts and stateless API tasks. Fable wins on quality but costs up to ~20x more; Sol is cheaper, more token-efficient, and stronger on quick one-offs.
The 1-Minute Test: Chat, Single-Agent, Multi-Agent, or No AI? (analysis, not a how-to)
Nate B Jones' four-factor test — size, independence, separation of concerns, checkability — for deciding whether a task needs a chat, one agent, a team of agents, or no AI at all. (analysis, not a how-to)
Fable 5 Bossed 20 Cheap Agents to Build a Site for $8
Nate B Jones shows a multi-agent 'org chart' where Claude Fable 5 only plans and reviews while cheap models do the coding — a production site for ~$8, with checker agents catching four failures and zero human fixes.
Make Opus Think Like Fable: Build a 'Fable Mode' Skill
Nate Herk shows how to extract Fable 5's working discipline into a reusable 'Fable mode' skill file — five gates plus model routing — so cheaper models like Opus 4.8 reason with the same rigor at a fraction of the cost.
Fable 5 'Context as Image' Hack: Cut Input Tokens 30–60%
Nick Saraev demos a Claude Code / Fable 5 cost hack: render bulky context as a tiny legible image so image billing (fixed by pixel size) beats text token billing — ~30% off general prompts, up to ~59% on large retrieval queries.
AI Agents for Beginners: LLM Fundamentals to an OpenClaw Case Study
freeCodeCamp's beginner course goes from LLM fundamentals — tokens, temperature, context windows, prompting — to building four agents and dissecting OpenClaw's architecture, agent loop, memory, and security. The reusable engineering concepts, distilled.
CMUX for Multi-Agent Orchestration: Run Agent Fleets from One Terminal
IndyDevDan demos CMUX, a scriptable terminal multiplexer that gives agents programmatic control over multiple coding-agent sessions at once — and a three-tier orchestrator → lead → worker pattern for agent fleets.
SpatialClaw: NVIDIA's training-free code-writing spatial agent
NVIDIA and KAIST's SpatialClaw is a training-free spatial-reasoning agent that writes and runs Python one cell at a time instead of committing to a fixed program or JSON tool calls. Here's how the loop works and why it beats prior agents by 11.2 points.
X's Hosted MCP Server: Live-Data Access for AI Agents Explained
On June 30, 2026 X launched a hosted MCP server at api.x.com/mcp that gives AI agents a live, read-only feed of X via your own OAuth — 200+ tools, no server to build. What it does and how to set it up.
The Agent Skeleton: One Structure for Email, Insurance & Taxes
Nate B Jones builds one reusable 'agent skeleton' — context pack, ingest, chunk, normalize, store, retrieve, cite, export, gate — and applies it to email, insurance appeals, and taxes. A context-engineering framework for high-trust agent work.
OpenClaw vs Hermes Agent (2026): Which AI Agent Should You Run?
Tech With Tim deploys OpenClaw and Hermes Agent on real VPS instances and runs the same jobs through each. Verdict: Hermes wins as a daily driver; OpenClaw for multi-channel setups.
Ornith 9B Local Coding Test: 9B vs 35B Agentic Model on a Mac Mini
Bart Slodyczka runs the open-source Ornith 1.0 9B model locally on a 16GB Mac mini via LM Studio + PyAgent, and compares it head-to-head with the 35B on a build-a-game task.
Archestra + Ollama: Sandbox and Block What Your Local AI Agents Can Do
Fahd Mirza runs Archestra, an open-source platform for running AI agents safely, driven by a local model through Ollama. Every MCP tool call is sandboxed in its own Kubernetes pod with per-tool allow/approve/block policies.
OpenJarvis + Ollama: A Local AI Agent That Tracks Watts Per Query
Fahd Mirza walks through OpenJarvis, Stanford's local-first AI agent framework, running on Ollama — covering install, presets, the doctor health check, and a built-in energy benchmark that reports watts and joules per token.
4 Claude Code Upgrades That Make It Actually Make You Money
Nate Herk's four Claude Code upgrades: a /roast persona council to kill sycophancy, a Playwright verification loop, a /session-handoff skill to beat context rot, and parallel sub-agents with a /goal command judged by a separate evaluator.
The 'Loop of Loops': A Better Mental Model for AI Agents (analysis, not a how-to)
Nate B Jones reframes agents as a mental shift, not a tool: a prompt is one request, a loop is a recurring job with memory, and a loop of loops is when those jobs notice each other and hand off context. (Analysis, not a how-to.)
How a Former NYU Professor Built a 34-Agent Team With Claude Code (analysis, not a how-to)
Data-science professor Dr. Andrea Jones-Roy went from 'just using ChatGPT' to running a 34-agent digital workforce in Claude Code, wired to Gmail and Google Workspace via MCP. (Analysis, not a how-to.)
Task Imagination: The Skill Big Models Like Fable 5 Demand (analysis, not a how-to)
Analysis, not a how-to. Nate B Jones argues the real limit with frontier models like Fable 5 isn't capability — it's imagining a big enough ask. The case for 'task imagination': hand over whole jobs, define done, build a data pack, walk away.
Sakana Fugu Ultra vs Claude Opus 4.8: 38-Task Battle Test
Nate Herk tests Sakana's viral Fugu Ultra — a single API that orchestrates Opus, GPT and Gemini — against Claude Opus 4.8 across 38 tasks. Result: 36 ties, Fugu ~4.5x slower and ~5x more expensive.
Claude Code for SEO: Rank Using Your Own Search Console Data
Julian Goldie wires Claude Code into Google Search Console via the Workspace API so it builds keyword strategy from your real impressions, clicks and positions — plus an Obsidian 'second brain' for context and a multi-article publishing pipeline.
GLM 5.2 on a Mac Studio M3 Ultra: 395GB, 12 tok/s, 74K Context
Bart Slodyczka downloads the 395GB GLM 5.2 onto a 512GB M3 Ultra Mac Studio, runs it on a custom runtime, and measures ~12 tokens/sec and 74K context — plus why a good harness like Claude Code matters more than the model.
Who Owns Your AI Agent? The Maintenance Skill Teams Skip in 2026
Nate B Jones argues the critical 2026 agent skill isn't building — it's ownership and 'care and feeding.' Any system that reads real context, produces work you act on, or touches a shared workflow needs a named owner. He gives a simple operating model: give each agent a job, a diet, boundaries, and a review loop, plus an 'owner card' / agent registry for teams.
Ponytail Skill: Cut OpenClaw Agent Code by Half with Local Ollama
Fahd Mirza runs the Ponytail skill on a local Ollama model inside OpenClaw. A 'lazy senior developer' decision ladder cuts an email-validation task from 3 files to one native input — and 46% lines of code across a 12-ticket benchmark.
Open Skills: Portable, Composable Agent Procedures Across Every Tool
Nate B Jones launches Open Skills — a public library of 31 reusable agent procedures (plus 7 runbooks) packaged as skill.md files that travel across Claude Code, Codex, Cursor, and any harness. The pitch: stop re-explaining how you work to every new agent — encode procedures once, scope them, compose them into runbooks, and bake verification into the contract.
How to Set Up GLM 5.2 in Claude Code (~5x Cheaper Than Opus)
Nate Herk swaps Claude Code's model engine for Z.AI's open-source GLM 5.2 by editing one settings.local.json file — routing ANTHROPIC_BASE_URL to Z's API. He covers pricing (~5x cheaper than Opus 4.8), where GLM wins and loses against Opus, and a per-directory trick to keep GLM and Opus projects side by side.
The 5 Levels of a Claude Code Second Brain (Memory & Context Engineering)
Nate Herk breaks the AI 'second brain' into five levels — from a simple CLAUDE.md router and markdown folders, up through LLM wikis, semantic/vector search, knowledge graphs, and full autonomy. The key lesson: pick the lowest level that solves your actual pain, and design your folders around how you'll retrieve the data later.
Idea to Deployed AI App with Claude Code, the Vercel AI SDK, and design.md
Developers Digest walks through his go-to stack for shipping an AI app fast: Claude Code scaffolds a Next.js + Vercel AI SDK ChatGPT-style clone, routes models through the Vercel AI gateway, and then deploys it end-to-end — creating a private GitHub repo and wiring up auto-deploy on every push — all driven by natural language with almost no hand-written code.
GLM-5.2 vs Opus 4.8 in Claude Code: Near-Parity Output at a Fraction of the Cost
Nick Saraev pits the open-weight GLM-5.2 against Opus 4.8 across roughly 40 creative coding scenes — 3D/WebGL, interactive explainers, dashboards, landing pages and mini-games — and finds GLM frequently matches or beats Opus on visual "taste." He then walks through the simplest way to run GLM-5.2 inside the Claude Code harness (plus Open Code and Crush) via OpenRouter, and ranks the most cost-effective providers.
Build 3 Production AI Agents in Python with AgentSpan: Memory, RAG, and Orchestration
Tech With Tim builds three Python agents on the open-source AgentSpan framework — a conversational agent with memory, a RAG agent over a company database, and a multi-agent orchestrator — each written line by line. The focus is what makes an agent production-ready: durability across crashes, retries, human-in-the-loop, observability, long-running tasks and scale, all handled by a local AgentSpan server.
Agent Loops Explained: Reason–Act–Observe Cycles Instead of One-Shot Prompting (analysis, not a how-to)
Nate Herk breaks down "loop engineering" — defining a goal and a verification stop-condition so an agent iterates to quality on its own (analysis, not a how-to).
Why Better Models Can Break Your Agents: The Case for Harness Maintenance (analysis, not a how-to)
Nate B Jones on why agents need ongoing harness maintenance — Vercel made its agent better by deleting 80% of its tools (analysis, not a how-to).
Build Your Own OpenClaw From Scratch: Vercel AI SDK + Composio + Memory
freeCodeCamp's full course: build an OpenClaw-style AI agent with persistent memory and Telegram access using the Vercel AI SDK, Composio's 1,000+ toolkits, and Supermemory — with context engineering throughout.
Claude Connectors Tutorial: Link Gmail, Calendar, Notion (and 9,000+ via Zapier)
Kevin Stratvert walks through Claude Connectors step by step — connect Gmail and 200+ services, control read vs. write permissions, and extend to 9,000+ apps with Zapier MCP so Claude can actually send, not just draft.
Directing Claude Code Agents: Plan, Verify, Evolve (2026)
Nate Herk and Cole Medin on treating Claude Code as a 'second brain' you direct — the plan-build-verify-evolve loop, harnesses, validation, and agent security.
Claude Code 2.1.178: Faster Search, Granular Permissions, Safer Sub-Agents
Claude Code 2.1.178 lands three changes that matter for multi-agent work: a ripgrep-based grep for faster search, Tool(param:value) permission rules with wildcards, and sub-agent spawns now checked by the permission classifier before launch.
IndyDevDan: Claude Fable 5 Is an Orchestrator, Not an Intern (analysis)
IndyDevDan ran Fable 5, Opus, and Sonnet across 15 agent sandboxes. The takeaway: stop measuring price-per-token and start measuring price-per-intelligent-agent-hour. Analysis, not a how-to.
Run Claude Code Free with Nex-N2: Plug a Free API Into the Claude Code Harness
Julian Goldie shows how to use Claude Code for free by plugging the free Nex-N2 API (262K context, on OpenRouter) into the open-source free-claude-code project — also usable in Hermes, Kilo Code and Pi.
The /goal Trick: Make Codex or Claude Code Loop Until a Goal Is Verified
Allie K. Miller's two-second tip: type /goal in Codex or Claude Code with a verifiable condition and the agent loops on itself — even using AI judges — until the goal is provably met.
5 Ways to Get Maximum Value From Claude Fable 5 Before Your Subscription Ends
Practical tips for squeezing maximum output from Claude Fable 5: plan around 5-hour session windows, use the $200 max plan strategically, and have Fable generate configs that cheaper models can run.
Apple's WWDC 2026 AI Strategy: Turning the OS Into an Agent (analysis, not a how-to)
Analysis, not a how-to: Nate B Jones argues the real WWDC 2026 story is Apple making the operating system itself agentic — via App Intents, Foundation Models, Core AI and Xcode agents.
Local AI Agentic Coding: Model Selection, VRAM Guide, LM Studio Setup
Complete guide to running agentic coding locally for free. Covers VRAM requirements by hardware tier, two-model setup (autocomplete + chat), LM Studio installation, Qwen model selection, and connecting to coding tools like Kilo Code. By Tech With Tim.
Last 30 Days: Open-Source AI Agent That Searches Reddit, X, and Polymarket
Last 30 Days is a 40K-star MIT-licensed AI agent skill that searches Reddit, X, YouTube, HackerNews, and Polymarket in parallel, scoring results by real engagement rather than SEO authority.
Claude Fable as Your AI Operating System: Second Brain Setup with the Four C's
Nate Herk's complete AI OS built on Claude Fable: CLAUDE.md as a router, the four C's framework (Context, Connections, Capabilities, Cadence), skills and subagents folders, and the 'other worlds' pattern for multi-repo consolidation.
Claude Code vs Codex: When to Use Each for Agent Work
Nate B Jones argues the real question isn't which AI coding tool is better — it's what each tool trains you to do. Claude Code steers fuzzy work; Codex dispatches well-defined jobs.
How to Build Claude Code Subagents: YAML Front Matter, Custom Agents, Misfire Fixes
Complete guide to Claude Code subagents: what they are, how to build custom agents with YAML front matter in .claude/agents/, how progressive disclosure triggers them, and how to fix misfires. By Nate Herk.
Rank #1 with OpenClaw + Hermes AI SEO Agent Swarm
A multi-agent SEO system using OpenClaw and Hermes automates keyword research, content writing, and WordPress publishing on a schedule. A 12-agent swarm handles competitor analysis, technical SEO, and backlink planning simultaneously.
Run Claude Code Free with OpenRouter Models in a Custom Agent Dashboard
Wire Claude Code CLI to free OpenRouter models—MiniMax M3 (1M context), Gemma 4, Hermes 3, Nvidia Nemetron—and run them inside a custom dashboard with voice input and file preview at zero API cost.
Add Voice to Hermes & OpenClaw with MiniMax M3: Hands-Free Agent Interaction
MiniMax M3 enables voice chat directly inside OpenClaw and Hermes — speak to your agent and it talks back. Covers the voice pipeline, four voice modes, mobile/Telegram access, latency expectations, and MiniMax's image and video generation capabilities.
The 'Grill Me' Skill That Extracts Knowledge for Better Claude Code Projects
Nate Herk demonstrates the 'Grill Me' Claude Code skill — it relentlessly interviews you about a process until it has complete context, then saves the Q&A to a brainstorm file for better skills and CLAUDE.md files from the start.
Run Hundreds of Free Claude Code Agents Using a Local Model via Cowork 3P
Bart Slodyczka shows how to route Claude Code through a local model for free using Anthropic's official Co-work on 3P feature — enabling LM Studio as the backend with the Claude Opus 4.8 identifier.
Best Claude Code Features Ranked: Top 12 After 500+ Hours of Use
Nate Herk ranks every Claude Code feature from D tier to S tier based on 500+ hours of real use — covering dynamic workflows, /deepresearch, git work trees, hooks, and the Google Workspace CLI.
Claude Opus 4.8 + Gemini 3.5 Flash: Build SEO Tools Without Writing Code
Julian Goldie walks through a 5-step workflow pairing Claude Opus 4.8 (deep thinking, honest code review) with Gemini 3.5 Flash (4x faster processing) to build working SEO tools entirely through plain-language prompts — no coding skills needed.
How AI Agents Build Unstoppable Institutional Knowledge in Enterprises
Once AI agents are embedded in an enterprise with a persistent context layer, they compound institutional knowledge faster than any human hire—connecting decisions across silos within months and onboarding new engineers in days.
7-Layer Agent OS Blueprint: Build Your AI Operating System Free
A seven-layer blueprint for building a personal AI operating system with Hermes, Claude Code, Obsidian, and OpenRouter. The system compounds over time as agents write outputs back into a shared memory vault.
Claude Opus 4.8 Dynamic Workflows: How to Launch a 1,000-Agent Swarm
Claude Opus 4.8 supports up to 1,000 parallel agents per workflow run. Julian Goldie explains the Goldie swarm stack — Command, Swarm, Verify, Watch, Keep — and how ultracode mode triggers it.
Run Claude Code and Cowork Free with LM Studio Local Models
Bart Slodyczka shows how Claude's built-in third-party gateway lets you replace Anthropic's API with local models from LM Studio, Ollama, or OpenRouter — no account required.
Agent-Vault: Protect API Keys From AI Agents Reading Your Config Files
Fahd Mirza demonstrates Agent-Vault, a free npm tool that shows AI agents placeholder tokens instead of real API keys. Secrets stay encrypted on your machine; exfiltration via prompt injection is blocked at the system level.
Run Claude Code Free with OpenRouter in 5 Minutes
A free middleware project bridges Claude Code to any model on OpenRouter, including free-tier options, in about five minutes. Install a helper, add an OpenRouter key, and run Claude Code normally — no paid subscription required.
Claude Code Dynamic Workflows: Skills vs Sub-Agents vs Agent Teams
Nate Herk breaks down Claude Code's dynamic workflows from Opus 4.8 — how they differ from skills, sub-agents, and agent teams, and why one workflow can burn half your monthly token budget.
OpenClaw 5.27 Update: Safer Agent, Faster Replies, Steadier Memory
OpenClaw 5.27 focuses on making your agent harder to trick, faster to reply, and more reliable with memory — plus a new Pix video provider and improved multi-channel messaging.
How to Build a Claude Opus 4.8 AI Operating System
Nate Herk shares his four C's framework for building a personal AI operating system on Claude Code with Opus 4.8: context, connections, capabilities, and cadence — and why context beats model choice every time.
OpenClaw 2026.5.26 Update: Security Overhaul, Durable Transcripts, Voice SDK
OpenClaw's May 26, 2026 release is one of the biggest in months: gateway caching, seven security fixes, meeting-note transcripts, a unified voice SDK, and replacing Sharp with Raster Mill.
Claude Skills Tutorial: Create, Run, and Share Skills Across Chat, Cowork, and Code
Kevin Stratvert's step-by-step Claude skills tutorial covers creating skills with the AI skill builder, running them in Chat, Cowork, and Claude Code, and exporting skills between environments.
Stop Prompting, Start Questioning: The Senior Partner Method for AI Agents
Nate B Jones argues prompt engineering is now table stakes — the next skill is the AI Question Method, treating frontier models as senior partners by asking questions that define scope rather than specifying tasks.
The Prompt Caching Habit That Doubles Your Claude Code Session Limit
Nate Herk explains how prompt caching works in Claude Code — 10% token cost, 1-hour TTL, cache-breaking mistakes to avoid — plus a free session handoff skill to preserve context across resets.
OpenClaw 5.19: Custom Plugin Builder, Android Voice Mode, and Grok OAuth
OpenClaw 5.19 adds a no-code custom plugin builder, 5 new skills, real-time Android voice mode, Grok OAuth integration for free image and Twitter search tools, and Telegram forum topic fixes.
Gas Town by Kilo: Steve Yegge's Federated AI Agent Network Now on Managed Platform
Gas Town by Kilo is now generally available — Steve Yegge's multi-agent architecture (Mayor, Polecats, Refinery) runs on Kilo's managed cloud with 500+ models, the Wasteland federated work commons, and zero markup.
Karpathy at Anthropic: Why It Matters (Analysis, Not a Setup Guide)
Analysis/opinion (not a how-to): Nate Herk argues Karpathy's move to Anthropic merges two aligned philosophies — context engineering over prompt engineering, and the model wrapper as the real product moat.
How to Use Linear as a Second Brain for Claude Code and Codex
Alex Finn demos a workflow pairing Claude Code with Linear — a free project management tool — to auto-generate issues, sync across devices, and eliminate context drift between sessions.
OpenClaw v2026.5.4 & 5: Google Meet Voice Agent, OpenRouter Caching, Bug Fixes
OpenClaw v2026.5.4 adds Google Meet voice agent support via Twilio and Gemini real-time bridge, OpenRouter response caching, and improved chat UI. v2026.5.5 patches Telegram threading, Discord commands, WhatsApp slowdowns, and iOS LAN pairing.
Agent OS: Run Claude, Hermes & OpenClaw Together From One Dashboard
Julian Goldie shows how to build a locally-hosted Agent OS — a Next.js mission control dashboard created in one Claude Desktop session — that unifies Claude, Hermes, and OpenClaw with shared memory via Obsidian and full analytics.
OpenHuman vs Hermes vs OpenClaw: A First Look at the New Agent Challenger
OpenHuman is a new open-source AI agent desktop app with 8,000 GitHub stars that positions itself as a simpler alternative to OpenClaw and Hermes. Free plan available with OpenRouter model support.
OpenClaw 5.12: Lighter Installs, Telegram Fixes, and Stability Wins
OpenClaw 5.12 targets stability after months of buggy releases. Key improvements include on-demand channel library installs, isolated Telegram handling, and stalled-stream recovery that auto-rotates to a backup model.
3 Ways to Deploy Claude Code Agents So They Run While You Sleep
Nate Herk compares three deployment methods for Claude Code automation: in-session loops, scheduled tasks, and cloud hosting. Covers cron commands, terminal vs desktop app differences, and context-rot prevention.
Speed Up OpenClaw 2–3x With DFlash Speculative Decoding on Local GPU
Fahd Mirza connects OpenClaw to DFlash, a speculative decoding engine delivering 2-3x faster local inference. DFlash now supports tool calling and works as a drop-in OpenAI-compatible backend on port 8080.
GenSpark Claw: The Easiest Way to Get Started With OpenClaw-Style Agents
GenSpark Claw packages computer-use AI agents in a polished desktop app with no terminal setup. Kevin Stratvert walks through file organization, Excel reports, scheduled tasks, and cloud computer mode.
Nate Herk's 5-Level Framework for Mastering Claude
Nate Herk maps Claude mastery into 5 progressive levels — from basic Q&A to multi-agent pipelines — and explains exactly what holds people back at each stage.
Claude Code's New Agent View Makes Multi-Agent Builds Easier
Claude Code shipped a new 'agent view' that lets you manage all concurrent agent sessions from a single terminal tab — color-coded status, arrow-key navigation, and no more lost tabs.
Rufflow Turns Claude Code Into a 100-Agent Swarm — Free and Open Source
Rufflow is a free multi-agent orchestration layer for Claude Code: 100 specialist agents, hierarchical/mesh/adaptive swarm topologies, HNSW vector memory, self-learning routing, and a no-install web UI.
Printing Press: The CLI Framework That Makes Claude Code 35x More Token-Efficient
Printing Press (printingpress.dev) is a CLI factory and library for Claude Code. CLIs use 35x fewer tokens than MCP servers on the same task, with 50+ pre-built CLIs for services that lack public APIs.
OpenClaw Now Lets You Swap AI Models Mid-Workflow — Here's Why It Matters
OpenClaw's April 2026 updates enable multi-model orchestration, letting agents run different LLMs for different workflow stages. Memory becomes the strategic layer — not the model.
Anthropic Doubles Claude Code Rate Limits via SpaceX Compute Deal
Anthropic's SpaceX partnership delivers 300MW and 220K+ GPUs — Claude Code 5-hour limits double, peak throttling removed, API output limits jump from 8K to 80K tokens/min.
AgentSpan Makes LangChain and CrewAI Pipelines Crash-Proof with Per-Step Persistence
AgentSpan is an open-source (MIT), self-hosted runtime that prevents AI agent pipeline failures from causing duplicate operations or lost state. Every tool call and LLM call is persisted separately.
How to Build an OpenClaw Plugin with Ollama Local Models and Telegram
Fahd Mirza walks through building an OpenClaw setup from scratch using Ollama local models and no paid API — fresh install, plugin system, Telegram integration, and web search.
OpenClaw 5.4 Beta: Faster Google Meet Voice and Smarter Status Labels
OpenClaw 5.4 beta improves Google Meet voice speed via Gemini streaming, adds one-word status labels across Discord and Slack, and defers startup work for faster boot times.
Claude Code + Higgsfield MCP Replaced a $5,000/Month Marketing Agency
Craig Hewitt shows how installing Higgsfield's MCP server inside Claude Code creates a CMO agent that builds marketing plans and generates creative assets — replacing a $5K/month agency contract.
OpenClaw 5.3: File Transfer Plugin, Live Steering, and Persistent Memory
OpenClaw 5.3 ships a built-in file transfer plugin, the /steer command for mid-task course correction without restarting, active memory filters per contact and project, and new model support including Grok 4.3 and Claude Opus 4.7.
KiloClaw + Kilo CLI: Give Your AI Agent Its Own GitHub Account
KiloClaw (your personal AI) can have its own GitHub account, clone repos, and fix issues — operated from Kilo Chat or Telegram. Combine with the Kilo CLI to automate coding tasks from anywhere.
OpenClaw 5.2: Grok 4.3 Default, Plugin Rebuild, and Agent Upgrades
OpenClaw 5.2 ships Grok 4.3 as the automatic default for the XAI provider, rebuilds the plugin install system with proper dependency reporting, and improves agent gateway performance.
6 Claude Code Skills Businesses Actually Pay For in 2026
After 400 hours building Claude Code agents for real clients, Nate Herk identifies the 6 skill types businesses consistently pay for — starting with Anthropic's skill-creator skill.
Run Claude Code for Free: OpenRouter + DeepSeek Gets 80–90% Quality at 2–5% Cost
Nick Saraev shows how to use the Claude Code CLI with OpenRouter, NVIDIA NIM, or Ollama as the backend — getting 80–90% of Opus quality at a fraction of the cost using DeepSeek Flash V4.
Nimbalyst: Visual Workspace for Codex and Claude Code With Kanban and Mermaid Diagrams
Nimbalyst is an open-source visual workspace that adds a GUI layer on top of Codex and Claude Code — with a Kanban board, Mermaid diagrams, Excalidraw, and autonomy level controls. Works with both agents simultaneously.
Build Your AI Operating System with Claude Code: Context, Memory, and Business Automation
Nate Herk's 2+ hour course shows how to build an AI operating system inside Claude Code using four pillars — context, connections, capabilities, and cadence — that turns Claude Code into your primary business interface.
32 Claude Code Tricks: CLAUDE.md, /compact, Sub-agents & More
Nate Herk's 32 practical Claude Code workflow tips — from /init auto-generating CLAUDE.md and keeping it under 200 lines, to /compact at 60% context, plan mode, parallel sub-agents with Haiku, and building reusable skills in .claude/skills/.
Claude Code + Playwright Automates Any Browser Task
Nate Herk shows how Claude Code paired with Microsoft Playwright can automate literally any browser-based task — web scraping, form filling, UI testing — with plain English instructions.
OpenClaw Full Tutorial: Set Up Your First AI Employee
Alex Finn's complete beginner-to-working guide to OpenClaw: install, configure tools, write a system prompt, and have a persistent AI agent handling real work within an hour.
7 Secrets for Claude Code with Opus 4.7 — From the Creator
Alex Finn reveals seven expert techniques for getting the most from Claude Code and Opus 4.7, drawn from Anthropic's internal usage research and the original developer's own workflow.
Qwen 3.6 + OpenClaw: Full Agentic Coding Locally for Free
Fahd Mirza integrates Qwen 3.6-35B (mixture of experts, vLLM, H100) with OpenClaw and builds a complete React + Vite + TypeScript industrial dashboard.
I Turned Claude Opus 4.7 Into a 24/7 Trading Agent Using.
Nate Herk builds a 24/7 AI trading agent with Claude Code routines and Opus 4.7. Full setup: pre-market cron, trade execution via Alpaca API, journaling.
Claude Design: Anthropic's New Prototype Builder Powered by Opus 4.7
Claude Design at claude.ai/design lets you build wireframes, slide decks, and high-fidelity mockups from text prompts. Powered by Opus 4.7. Exports to Canva, PDF, PowerPoint, or hands off to Claude Code.
Opus 4.7 Just Dropped — Was Opus 4.6 Intentionally Degraded.
Nate Herk examines the Opus 4.6 quality regression — thinking depth collapsed 73%, models stopped reading files 34% of the time, 12x more interruptions.
Opus 4.7 Benchmarks: A Half-Step Up.
Nick Saraev analyzes Opus 4.7's benchmarks: SWE-bench Pro up 10.9% (53.4→64.3%), almost exactly half the gap between 4.6 and Mythos preview.
MiroFish: Deploy a Swarm of AI Agents to Build Knowledge.
Tech With Tim explores MiroFish, a project that runs hundreds of AI agents in swarm intelligence to generate knowledge graphs for prediction.
Forget Google SEO: How to Rank in ChatGPT.
Craig Hewitt (Castos) shares 7 strategy changes to rank in LLMs instead of just Google. The core shift: answer the question in the first two sentences.
Claude Code Session Commands: Beat Context Rot with Smart.
Every Claude Code session command explained: beat context rot at 300–400K tokens using /clear, /compact, and checkpoints.
Your AI Is 50x Faster. You're Getting 2x.
Nate B Jones argues that AI agents operate at 10–50x human speed, but the web was built for human hands and human eyes — logins, dashboards, pagination.
5 Tips to Get More Out of OpenClaw (Greg Isenberg)
Greg Isenberg's five quick tips for OpenClaw: Context7 compressed docs, agents/soul/user.md setup, Telegram group segmentation, built-in skills list.
Automate AI Content Creation: Claude Code + HeyGen Avatar.
Nate Herk built an AI clone of himself using Claude Code as the orchestration layer around HeyGen, automating hours of video content production in minutes.
Claude Code + Graphify: Build Instant Persistent Knowledge.
Graphify solves Claude Code's cold-start problem by building a persistent knowledge graph of your codebase.
Claude Code Desktop App: Project-Organized Sessions.
Alex Finn demos the redesigned Claude Code desktop app: project-organized sessions, multiple concurrent sessions per project, and a UI that makes.
The Real AI Agent Problem: Installation Is Solved.
Nate B Jones argues the bottleneck has shifted: anyone can install an agent in 10 seconds, but using it productively requires workflow redesign most people.
Claude Routines Replace N8N: Build Automations in Natural.
Nick Saraev shows how Claude Routines are a 1-to-1 replacement for N8N — same triggers and outputs, but built in natural language.
Claude Code Routines: Run AI Agents 24/7 Without Your Laptop
Claude Code's new Routines feature runs scheduled AI automations on Anthropic's cloud — no local hardware needed.
The Ultimate Claude Code Guide: Skills, Sub-Agents.
Tech With Tim's advanced Claude Code tutorial covers the setup most users miss: custom skills, parallel sub-agents, and MCP server connections.
OpenClaw + Hermes Multi-Agent: Supervisor, Monitor.
Alex Finn explains four workflows for using OpenClaw and Hermes together: mutual recovery, supervisor-builder pattern, Hermes cron monitoring.
Cut OpenClaw Costs with Local NVIDIA GPU Offloading
Matthew Berman shows how to reduce OpenClaw cloud costs using local NVIDIA RTX GPU offloading via NIM microservices.
OpenClaw 4.12 Update: Every New Feature from the Past Week
Alex Finn live-streams a comprehensive breakdown of OpenClaw's 4.12 updates: expanded native tool integrations, queue management improvements.
Build Client-Screening AI Agents with Make.com — No Code Required
Make.com now embeds AI agents inside automation scenarios. This walkthrough builds a Gmail-to-Trello client screening workflow where an AI agent makes routing decisions with no coding required.
Claude Code Workflow: Build Landing Pages with IdeaBrowser.
Greg Isenberg demos how to build AI-generated landing pages using Claude Code with IdeaBrowser MCP for project context, Paper for design iteration.
Claude Code vs Antigravity: 100 Hours Testing Both
After 100 hours with both Claude Code and Google's Antigravity, Nate Herk breaks down the real differences.
Superpowers Plugin: The Agentic Skills Framework That 10x'd.
Nate Herk breaks down Superpowers, a Claude Code plugin that pre-loads reusable skills, compresses context, and saves tokens on every session.
Ollama + MCP: Run Free Private Local Models with Full Tool.
Tech With Tim shows how to run local models via Ollama and connect them to external services using MCP — same tool-use capabilities as Claude or OpenAI.
Build $10K Luxury Websites: Seedance 2.0 + Claude Code.
Nate Herk demos a workflow combining Seedance 2.0 AI video generation with Claude Code to build high-end websites.
RALPH Loop: The Claude Code Workflow That 10x'd a CEO's.
Craig Hewitt explains the RALPH loop (Repetitive Autonomous Loop for PRD Handling) — a three-skill sequence using grill me, create plan.
The Claude Code Situation: 501 Commits, C Compiler Failure.
Tech With Tim breaks down two Anthropic controversies: 16 Claude agents making 501 commits on a C compiler that wouldn't compile, and the Claude Code source.
Claude Mythos: Decades-Old Hacks, Math Olympiad 97.6%.
Full breakdown of Anthropic's Mythos safety report: 27-year-old bugs found in production software, 90x exploit output over Opus, and three alarming.
OpenClaw Skills Explained: Why 95% of Agents Don't Need.
A developer breaks down how OpenClaw agent context and skills actually work — skills use progressive disclosure, CLAUDE.md files waste tokens.
Lindy AI: Turn iMessage Into a Proactive AI Executive.
Lindy AI lets you create an AI assistant accessible via iMessage with minimal setup — connect your mail, calendar, and apps, and it proactively organizes.
Build Your Own Claude Code AI Second Brain: Architecture, SOUL.md & Security
Cole Medin walks through his Claude Code second brain: the lethal-trifecta security framing, how SOUL.md and user.md work (adapted from OpenClaw's open-source patterns), Obsidian memory integration, and a starter template for building your own.
Non-Coder Gives OpenClaw Agent $100 — It Builds $8,374/Month Business in 13 Days
Robbie Houston gave his OpenClaw agent Ron a $100 budget and 90 days. Ron did his own market research, scraped TikTok comments, proposed containerized hosting infrastructure, and launched an AI community reaching $8,374 MRR in 13 days.
Who Owns Your AI Agent? The Fastest Way to Make One Dangerous (analysis, not a how-to)
Analyst Nate B Jones argues an AI agent that can read files, draft messages, or change code needs a specific, operationally accountable owner — not just org-chart ownership. Analysis, not a how-to.
AI "watchdog" agents: observers that catch duplicated work (analysis, not a how-to)
Allie K. Miller's 'AI watchdog' concept — agents that witness every conversation as a passive observer, tally recurring problems, and flag when two teams are unknowingly building the same thing. (Analysis, not a how-to.)
Claude Code + Ollama: Running a Free Local AI Agent
Overview of connecting Claude Code to a locally-running Ollama model for a free offline AI agent setup.
Why AI Agents Never Guess: Write Context Files First
JavaScript Mastery shares a principle for reliable AI agents: write nine context files before the agent touches any code — product definition, architecture, code standards, and a living progress tracker.
Non-Coder Builds Family Medication App with Claude Code in 5 Hours (Case Study)
Case study: a first-time developer used Claude Code to build a medication management app with photo-to-schedule parsing, drug interaction checking, and print-ready doctor summaries in five hours — secured with a Cloudflare Worker API proxy and Microsoft Entra authentication.
Build Your First Claude Code AI Agent with Dashboard and HyperFrames Video Engine
Julian Goldie shows how to wrap Claude Code in a custom agent dashboard, integrating Hermes Agent and HyperFrames (open-source HTML-to-video tool) to create an autonomous content production system.
Claude Code Is Now Free: Route It to Any Model via OpenRouter
Overview of running Claude Code at zero cost by routing it to free models on OpenRouter with a 1M token context window, and wiring it into an agent OS with Obsidian for memory.
Claude API and CLI: Running AI Agents Without a Chat Window (analysis, not a how-to)
Overview of the Claude API and CLI for businesses — how the API enables embedding Claude as an autonomous agent in your own software, with no human typing required, shown via agent OS integration.
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