Software Architecture articles

25 articles about Software Architecture, newest first.

• Beyond Prompting: Paul Bakaus on Harness Engineering — Move past 'AI slop' by mastering harness engineering. Learn Paul Bakaus's techniques for adversarial sub-agents, inverted judges, and model-specific builds.
• The 2026 Roadmap to Becoming a Top Agentic AI Engineer — Learn the 12 essential skills for Agentic AI Engineering, from system thinking and MCP to state management and production deployment with PydanticAI.
• Building with Jev: TypeSafe's High-Speed Decision AI — Learn how Jev from TypeSafe replaces token-based LLMs with a probability-based architecture to enable real-time, zero-hallucination business automation.
• Controlling AI Agents with LangChain Managed Deep Agents Middleware — Learn how to use LangChain's middleware for Managed Deep Agents to implement PII redaction, custom logging, and policy enforcement for secure AI agents.
• Building Complex AI Systems with LangChain Deep Agents — Learn how LangChain's Deep Agents harness provides a secure, portable framework for building complex AI agents with sandboxing and human-in-the-loop gating.
• Anthropic's Strategy for Giving LLM Tokens Specific Jobs — Learn how Anthropic's Katelyn Lesse and Angela Jiang optimize agent performance by assigning tokens to roles like advising, grading, and dreaming.
• ECDYSIS: Solving Runtime Harness Failures in LLM Agents — Learn how the ECDYSIS method helps LLM agents distinguish between their own logic errors and runtime harness failures to prevent overfitting.
• What is JARVIS? Moving from Chatbots to AI Agents — Discover the difference between a standard LLM and a true AI Agent (JARVIS) that can actually execute tasks and automate your life.
• Procedural Graphs: Giving AI a Blueprint for Complex Tasks — Discover how Procedural Graphs act as a self-evolving control layer, allowing LLM agents to plan and execute complex workflows with precision.
• Code is Cheap, Architecture is Gold: Lessons from Dioxus Labs — Jonathan Kelley explains why AI agents turn hard languages like Rust into a superpower and why 'the slop cannon' is a developer's biggest risk.
• The Rise of the Agentic OS: How Omarchy is Changing Your Desktop — Explore the concept of Agentic Operating Systems and how AI agents like Omarchy can personalize your computer's behavior in real-time.
• TrueForge: The Open-Source Alternative to Managed AI Agent Harnesses — Discover TrueForge, the MIT-licensed, model-agnostic agentic harness that lets you deploy powerful AI agents on your own infrastructure.
• Build-Time vs. Run-Time: Stop Your AI Agents from Deleting Your Database — Learn why flexible AI dev tools fail in production and how to secure your database agents using structured run-time tools and identity separation.
• ACP: The Universal Remote Control for AI Agents — Discover how the Agent Client Protocol (ACP) is decoupling AI interfaces from agent logic to create a standardized ecosystem for AI tools.
• The Missing Layer: Why Your AI Agents are Failing at the Open Web — Stop wasting tokens on CAPTCHAs. Learn how to build a layered data strategy for Agentic AI using APIs, Markdown, and stealth browsers.
• Stop Obsessing Over the Model: Why the 'AI Harness' is the Real Secret Sauce — Discover why the workflow and orchestration surrounding an LLM—the harness—drive performance and cost more than the model version itself.
• From 12 Weeks to 2: How Madrigal Pharmaceuticals Scaled AI Agents — Discover how Madrigal Pharmaceuticals used LangChain and LangSmith to slash AI deployment times and master agent observability.
• Stop Wasting Tokens: The Art and Science of Model Routing — Learn how top AI labs like Cognition and OpenRouter use intelligent model routing to cut costs by 40% without sacrificing intelligence.
• Agentic AI: Moving From Chatbots to Autonomous Do-Bots — Discover how Agentic AI transforms LLMs from simple conversationalists into autonomous agents that can plan, execute, and self-correct.
• Vibe Coding: How Cloudflare Gadgets Let AI Rewrite Your Apps on the Fly — Explore how Kenton Varda's 'Gadgets' architecture uses Cloudflare Workers to let AI agents add features to apps in real-time, safely.
• Slaying the Vector Cost Monster: How Turbopuffer Reimagines AI Storage — Explore how Turbopuffer leverages S3 to slash vector database costs from $100 to $1 per million vectors, making AI memory affordable.
• Beyond the Wall of Text: Introducing MCP Apps — Discover how MCP Apps are transforming AI assistants from text-generators into interactive application hubs using the Model Context Protocol.
• Beyond the Chatbox: Why MCP Tasks are the Secret to Reliable AI Agents — Discover how MCP Tasks move AI agents from simple request-response loops to durable, long-running workflows that survive crashes and network blips.
• Stop Hoarding AI Skills: How Agent Capabilities Actually Work — Discover why adding too many skills to your AI agent can degrade performance and learn how to build efficient, high-impact agent tools.
• How a Factory Got Its Own AI Brain: 39 Agents, Memory, and the Fork My Brain Thesis — A real-world AI brain with 39 specialist agents runs an entire company workflow without a single framework.