Agno/AgentOS + FastAPI vs LangChain/LangGraph + FastAPI
A source-audited, side-by-side guide to choosing between Agno/AgentOS + FastAPI and LangChain/LangGraph + FastAPI for production Python agent backends.
26 min read
Archive
Articles, page 2
Older writing on AI applications, software engineering, and developer tools.
How to Review AI-Generated Responses: A Practical Rubric for Engineers and PMs
A practical, source-backed workflow for reviewing AI-generated responses for factual accuracy and relevance, scoring them with structured rubrics, and turning feedback into better prompts, evals, and product decisions.
15 min read
How to Integrate GitHub Spec Kit into Existing Repositories with Cursor IDE and Cursor Agent
A research-checked guide to adding GitHub Spec Kit to a brownfield repository, wiring it into Cursor IDE and Cursor Background Agents, and adapting the workflow for polyrepo delivery.
35 min read
Leading High-Velocity Agentic Systems: From Internal Sandboxes to Member-Facing Betas
A practical guide for engineers and PMs on how to lead fast iteration cycles for agentic systems, design useful sandbox UIs and APIs, and graduate the best prototypes into production experiments and real betas.
13 min read
How to Build Agent-Driven Interfaces with A2UI: From Zero to Advanced
A practical guide to A2UI with real deployments, official sample patterns, and complete code examples that take you from a static renderer to server-driven, interactive agent UI.
19 min read
Persistent Agents: Dispatch, Cowork, Computer Use, and Always-On Workflows
Persistent agents are becoming product features, not just backend architecture. Learn how Dispatch, Cowork, computer use, and OpenAI background mode fit together, with complete TypeScript examples from zero to advanced.
18 min read
Astro Cloudflare D1 Cloudflare Containers Agno AgentOS Architecture Blog Platform AI Agents Cloudflare Workers
How to Build a Modern Blog App with Astro, Cloudflare D1, and Cloudflare Containers for Agno Agents
A practical guide for engineers and architects designing an Astro blog platform with draft/publish workflows in D1, a lightweight markdown editor, and a Cloudflare Containers deployment for an Agno/AgentOS research service.
26 min read
From Spec to Parallel Delivery: Spec Kit, Cursor, Beads, and Claude Code on a Real Feature
A practical engineer-first guide to turning a messy enterprise feature into specs, acceptance criteria, Beads task graphs, git worktrees, and parallel delivery across Cursor and Claude Code.
16 min read