AI agents · OpenClaw · self-hosting · automation

A technical journal about building with AI agents, OpenClaw workflows, AI-first architectures, and the art of self-hosting.

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Recent Posts

Forge Review: 8B Local Model Hits 99% on Agentic Tasks

May 20, 2026

Antoine Zambelli's Forge adds guardrails that lift an 8B local LLM from 53% to 99% on agentic tool-calling. Install, benchmarks, honest limits, and FAQ.

forgeself-hosted-llmtool-callingagentic-workflowsministralllama-cppollamalocal-llmguardrailsopen-sourcepythonai-agents

ds4 Review: antirez's Pure-C DeepSeek V4 Flash Engine

May 19, 2026

antirez's ds4 is a pure-C DeepSeek V4 Flash inference engine — 8K stars in 4 days. Runs 284B MoE on 128GB Macs at 26 t/s. Install, benchmarks, honest limits.

ds4antirezdeepseek-v4-flashlocal-llminference-enginemetalcudamacbookopen-sourcellama-cppmoekv-cache

Aeon Review: Autonomous AI Agent on GitHub Actions

May 18, 2026

Aeon is a fork-and-forget AI agent framework: 117 skills on GitHub Actions cron, no servers, no approval loops. Hands-on review of the May 2026 launch.

aeonautonomous-agentsgithub-actionsclaude-codeai-agentsself-healingopen-sourcecronskillsschedulerbackground-agentsaaronjmars

CloakBrowser Review: Stealth Chromium for AI Agents (2026)

May 17, 2026

CloakBrowser is a drop-in Playwright replacement with 49 source-level patches. Passes Cloudflare Turnstile, hits 0.9 reCAPTCHA v3. Install + honest review.

cloakbrowserplaywrightpuppeteerweb-scrapingbot-detectionai-agentsbrowser-automationstealth-browserchromiumopen-source

Needle Review: 26M Function-Calling Model for Edge Devices

May 16, 2026

Cactus open-sourced Needle, a 26M-parameter function-calling model distilled from Gemini 3.1. Runs 6000 tok/s on phones. Honest review with code and limits.

needlecactusfunction-callingtool-useedge-aion-device-llmopen-sourceai-agentssmall-language-modelsmit-license

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