PRACTICAL SYSTEMS FOR AI BUILDERS

Ship Agent Systems
That Actually Work.

Deep dives, tutorials, model analysis, and production patterns for teams building and deploying AI agent systems at scale.

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01 — TOP STORY
FEATURED DEEP DIVE 6 MIN READ

Cut Claude Token Usage by 5x with OpenWolf

OpenWolf adds a project index, persistent memory, and hook-based file controls so Claude Code stops re-reading the same files and wasting tokens.

Apr 15, 2026 · DEEP DIVE
Read Feature
TUTORIAL 4 MIN READ

Fine-Tune Gemma 4 Models on Your MacBook

A practical walkthrough for running Gemma 4 multimodal LoRA fine-tuning on Apple Silicon without renting datacenter GPUs.

Apr 15, 2026 · TUTORIAL
Read
DEEP DIVE 9 MIN READ

Playwright Is Not Good Enough for Agents

Agent browser runtimes need deterministic state, semantic actions, and warm sessions, not just human testing abstractions with an LLM taped on top.

Apr 15, 2026 · DEEP DIVE
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02 — LATEST

Distributed Agentic Patterns Behind Every Winning Startup

The most useful mental model for serious agentic systems is event-driven distributed architecture with clear async boundaries, retries, and routing semantics.

Mar 26, 2026 · DEEP DIVE

KubeClaw: OpenClaw for Adults

KubeClaw frames OpenClaw the right way: not as a prompt loop, but as an operational system with secure defaults, observability, and predictable upgrades.

Mar 26, 2026 · DEEP DIVE

TurboQuant: Local Agent Swarms With 4M-Token Context

TurboQuant changes the economics of local agents by collapsing KV-cache costs enough to make multi-agent systems practical on a single workstation.

Mar 26, 2026 · DEEP DIVE

Your Business Is About to Deploy Its First AI Agent System

A practical guide for business owners deploying their first multi-agent AI system, covering where to start, what to skip, the math that kills most deployments, and a phased roadmap from pilot to production.

Mar 7, 2026 · DEEP DIVE

Qwen 3.5 35B-A3B: 3B Active Parameters, 100+ tok/s, and Why Your $800 GPU Just Became a Frontier-Class AI Workstation

Qwen 3.5's MoE architecture activates only 3B of 35B parameters per token — running at 100+ tok/s on a single consumer GPU while outperforming its 235B predecessor.

Mar 1, 2026 · DEEP DIVE

zvec: Alibaba Quietly Shipped the SQLite of Vector Databases

An in-process vector database built on Alibaba's Proxima engine that doubles the previous VectorDBBench leader at 8,000+ QPS.

Mar 1, 2026 · DEEP DIVE
03 — TRENDING
04 — TOPICS

Deep Dive

Production architecture, agent design patterns, and deployment strategies.

Tutorial

Step-by-step guides for building, fine-tuning, and shipping agent systems.

Model Analysis

Benchmarks, comparisons, and practical evaluations of frontier and open models.

NEWSLETTER

The Builder Brief

Weekly reporting, architecture notes, and implementation patterns for teams shipping AI systems in production.

05 — LIBRARY
LIVE BOOK

Ultimate Guide to Local LLMs in 2026

Comprehensive technical reference for deploying, optimizing, and productionizing local LLMs.

Open Book
BOOK

Agentic SaaS Playbook in 2026

Production blueprint for architecting, shipping, and operating agentic SaaS.

Read
BOOK

AgentOps: The Playbook For Businesses

Operating model and architecture playbook for enterprise-grade agent systems.

Read
BOOK

OpenClaw Agents: Automate and Scale Operations

Implementation guide for production OpenClaw agent systems.

Read
06 — BUILDER KIT

Agent Security Checklist

A compact checklist to audit agent infrastructure before exposing anything publicly.

Open Checklist

Control Plane Schema Primer

Blueprint for orchestration, approvals, auditability, and rollback-ready operations.

Read Primer

Paywall Architecture Map

One-page view of books, offerings, entitlements, sections, and artifact access flow.

View System

The Agent Foundry

A live operating library for serious builders: premium books, implementation repos, artifacts, and updates that move with the market instead of expiring on launch day.