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Latest articles

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Cover image for Streaming LLM Responses to the Browser with FastAPI and SSE

2 weeks ago 58

AI & LLM

Streaming LLM Responses to the Browser with FastAPI and SSE

Stream a real model response to the browser: consume the model stream in Python, forward it through a FastAPI SSE endpoint, and render it live.

Cover image for Building an AI Agent API: Tool Calls, Memory, and Guardrails

2 weeks ago 45

AI & LLM

Building an AI Agent API: Tool Calls, Memory, and Guardrails

Build a small AI agent API: the tool calling loop, conversation memory, and the guardrails that keep an action taking agent safe and bounded.

Cover image for Claude Fable 5: A Clear-Eyed Look at Anthropic's New Flagship Model

2 weeks ago 870

AI Programming

Claude Fable 5: A Clear-Eyed Look at Anthropic's New Flagship Model

A balanced, hands-on look at Claude Fable 5: how Anthropic's new flagship compares to Opus 4.8 and Sonnet 4.6 on price, context, and capabilities, and when the 2x premium is and is not worth paying.

Cover image for How to Secure AI Agents Against Prompt Injection and Tool Abuse

2 weeks ago 156

AI Programming

How to Secure AI Agents Against Prompt Injection and Tool Abuse

A defensive engineering playbook for AI agents understand direct and indirect prompt injection, then lock agents down with least privilege, human-in-the-loop gates, sandboxing, validation

Cover image for MCP Explained Without Hype: How AI Tools Connect to Apps and Data

3 weeks ago 217

AI Programming

MCP Explained Without Hype: How AI Tools Connect to Apps and Data

A plain-English technical guide to the Model Context Protocol, the problem it solves, hosts/clients/servers, tools vs resources vs prompts, transports, a minimal server, and when to adopt it.

Cover image for Ubuntu 26.04 vs 24.04 LTS: Should Developers Upgrade Now or Wait?

3 weeks ago 513

Ubuntu Linux DevOps

Ubuntu 26.04 vs 24.04 LTS: Should Developers Upgrade Now or Wait?

A practical decision framework for the Ubuntu 26.04 vs 24.04 LTS question the real differences for developers, who should upgrade now, who should wait, and a safe upgrade path either way.

Cover image for Ubuntu 26.04 LTS Server Setup for Developers: What Changed and What to Watch

3 weeks ago 291

Ubuntu Linux DevOps

Ubuntu 26.04 LTS Server Setup for Developers: What Changed and What to Watch

A developer-focused setup guide for Ubuntu 26.04 LTS servers a hardened baseline (SSH, firewall, unattended-upgrades), the kernel/runtime changes to watch versus 24.04, and a pre-migration checklist.

Cover image for AI Agents in 2026: What Developers Actually Need to Know

3 weeks ago 209

AI Programming

AI Agents in 2026: What Developers Actually Need to Know

A hype-free developer guide to AI agents in 2026 to the agent loop, tools, memory, MCP, evaluation, guardrails, and the cost and failure modes that separate a demo from production.