When agents act autonomously, security is paramount. Using the trending ‘Pentagi’ pen-testing agent as a case study, we explore sandboxing and permission boundaries. Continue reading Security Patterns for Autonomous Agents: Lessons from Pentagi on SitePoint.
Security Patterns for Autonomous Agents: Lessons from Pentagi Read More »
Agents need to talk. We compare the leading protocols for multi-agent coordination, helping you choose the right mesh for your local swarm. Continue reading Agent Communication Protocols: Comparing MCP, Cord, and Smolagents on SitePoint.
Agent Communication Protocols: Comparing MCP, Cord, and Smolagents Read More »
Agentic workflows require massive token throughput. Inspired by the Taalas analysis, we explore hardware and software optimization techniques to maximize tokens/sec. Continue reading Breaking the Speed Limit: Strategies for 17k Tokens/Sec Local Inference on SitePoint.
Breaking the Speed Limit: Strategies for 17k Tokens/Sec Local Inference Read More »
A critical look at the ‘Every company is an ad company’ thesis for AI assistants. Why local, open-source alternatives are becoming a privacy necessity. Continue reading Trend Watch: The Rise of ‘Ad-Company’ AI Assistants on SitePoint.
Trend Watch: The Rise of ‘Ad-Company’ AI Assistants Read More »
The release of Claude Code signals a shift to terminal-centric agent interaction. We explore how to build your own CLI-based agent loops for deeper system integration. Continue reading Terminal-Based Agent Engineering: The ‘Claude Code’ Workflow on SitePoint.
Terminal-Based Agent Engineering: The ‘Claude Code’ Workflow Read More »
A definitive guide to building a fully local, high-performance autonomous agent stack. Unlike cloud-based wrappers, this guide focuses on bare-metal performance using the latest tooling. Continue reading The Complete Stack for Local Autonomous Agents: From GGML to Orchestration on SitePoint.
The Complete Stack for Local Autonomous Agents: From GGML to Orchestration Read More »
Moving RAG to the client. Exploring how tools like GitNexus build knowledge graphs entirely in the browser for privacy-first code exploration. Continue reading Client-Side RAG: Building Knowledge Graphs in the Browser with GitNexus on SitePoint.
Client-Side RAG: Building Knowledge Graphs in the Browser with GitNexus Read More »
Developers are skeptical of platform identity verification. We analyze the technical and privacy trade-offs of handing over government ID to social platforms. Continue reading Identity Verification Backlash: The LinkedIn Case Study on SitePoint.
Identity Verification Backlash: The LinkedIn Case Study Read More »
Analyzing the strategic merger of GGML.ai and Hugging Face. Practical steps for developers to optimize their local models using the new unified ecosystem. Continue reading GGML Joins Hugging Face: What This Means for Local Model Optimization on SitePoint.
GGML Joins Hugging Face: What This Means for Local Model Optimization Read More »
A technical deep dive into how a CSS vulnerability exists in the wild, how it works, and how to patch it. Continue reading Zero-Day CSS: Deconstructing CVE-2026-2441 on SitePoint.
Zero-Day CSS: Deconstructing CVE-2026-2441 Read More »
