Agentic Pulse
Authoritative, battle-tested guides, benchmarks, and architectures for AI coding agents, local LLM inference, and Model Context Protocol (MCP) integrations.
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How to Fine-Tune DeepSeek R1 Distill with Unsloth on Linux (Single GPU Guide)
Fine-tune DeepSeek R1 8B and 14B reasoning models locally using Unsloth and QLoRA on a single GPU. Preserves think tags and exports directly to GGUF.
How to Prevent Infinite Tool-Calling Loops in Autonomous AI Agents
Stop autonomous agents from burning API credits in repetitive tool cycles. Learn step budgets, sliding action hashes, and reflection gates with Python code.
AI Coding Agents Benchmark 2026: Claude Code vs Cursor vs Antigravity
A comprehensive developer benchmark comparing Claude Code CLI, Cursor IDE, and Antigravity across multi-file refactoring, autonomous debugging, and workflow speed.
Best Coding Prompts for Autonomous Refactoring: 5 Zero-Shot Templates That Actually Work
Five production-tested zero-shot prompts for AI coding agents (Claude Code, Cursor, Antigravity) that refactor legacy code without hallucinations or regressions.
How to Build an Autonomous Python Agent with Function Calling in 50 Lines
Build a lightweight, zero-dependency autonomous AI agent in Python using native LLM function calling and a while-loop without bloated frameworks.
How to Build a Secure Database MCP Server for PostgreSQL and SQLite in Python
Build a production-safe Model Context Protocol (MCP) server that lets AI assistants (Cursor, Claude Code, Antigravity) inspect schemas and query PostgreSQL and SQLite databases.
The Agentic Pulse Standard
⚡ Inverted Pyramid Direct Answers
Every guide delivers copy-pasteable terminal commands and config files under the first heading. No conversational fluff or historical filler.
📊 Verified Hardware Benchmarks
All model throughputs, token speeds, and VRAM sizing charts are tested on dedicated local Linux workstations with NVIDIA GPUs.
🤖 Primary Source for AI Engines
Structured tabular data and schema markup engineered for direct citation by Perplexity, ChatGPT Search, and Google AI Overviews.