#Fleet Agents

37 related articles

Jul 28, 2026·4 min

Advice from the Creator of Claude Code: Automation Is an Engineer's True Moat

Claude Code creator Boris argues top engineers should embrace AI-era automation leverage. By encoding domain knowledge into infrastructure, preview environments, and lint rules, engineers multiply output—the core path to Staff Engineer.

Jul 23, 2026·5 min

Inside Cursor: How Recursive Model Improvement Enables AI to Self-Evolve

A Cursor ML engineer breaks down AI training methodology: outer/inner loop acceleration, preventing reward hacking, textual feedback, and recursive self-improvement (RSI) where models train the next generation.

Jul 22, 2026·3 min

Agent Loop: A Design Guide for AI Autonomous Reasoning-Action-Verification Workflows

A deep dive into AI Agent Loops: from single loops to multi-agent collaboration. Master goal definition, validation mechanisms, and stop conditions to avoid blindly building agent fleets.

Jul 20, 2026·4 min

GPT-5.6 & OpenAI Super App Deep Dive: Loop Engineering as the New Paradigm Replacing Prompt Engineering

Deep dive into GPT-5.6 (Sol/Terra/Luna) and OpenAI's Super App: Loop Engineering, Parallel Agents, and Computer Use — unpacking the shift from prompt to loop engineering with real test cases and a startup framework.

Jul 20, 2026·4 min

Using MCP Protocol to Give AI Agents Full Visibility into SQL Server

Learn how to connect AI agents to SQL Server via MCP protocol — wrapping DMV queries, managing multi-instance fleets, and enabling natural language ops with layered safety guardrails. Includes Docker deployment.

Jul 19, 2026·3 min

LangSmith Triple Release: Harness, Sandboxes, and Eval Complete the Agent Engineering Toolchain

LangChain launches Harness, Sandboxes, and Eval integrated into LangSmith, creating the first complete Agent engineering toolchain from development to acceptance testing.

Jul 19, 2026·5 min

AI Coding Getting Worse With Every Edit? Skills v1.1 Reveals the Real Cause and Solution

AI code getting messier with edits? The root cause isn't weak model capability but a lack of context and process. A deep dive into Matt Pocock's Skills v1.1: grilling, vertical-slice tickets, TDD, and WebFinder.

GitHub Daily · July 19: The Dual Advan…

Jul 19, 2026·3 min

GitHub Daily · July 19: The Dual Advance of Heterogeneous Inference and Agent Toolchains

GitHub Trending July 19: ktransformers tops the list with heterogeneous inference optimization, while jcode, cua, and AstrBot signal a maturing Agent ecosystem.

Jul 19, 2026·3 min

Building Real-Time 3D Digital Twin Wind Farms with Microsoft Fabric: AI Conversation + LIDAR Terrain + Telemetry Fusion

A wind farm digital twin built on Microsoft Fabric and Azure AI Foundry, fusing Finnish LIDAR terrain, real-time telemetry, and conversational AI for smart industrial operations.

Jul 19, 2026·3 min

AI Second Brain Tech Stack: Building a Proactive Intelligent Assistant for ADHD Users

How to build a true AI second brain for ADHD users: LangGraph, n8n, RAG, vector databases, and layered architecture for a proactive personal assistant.

Jul 18, 2026·4 min

Cursor's Recursive Self-Improvement: A Complete Path to Models Training the Next Generation

Cursor ML engineer reveals Recursive Self-Improvement (RSI) in practice: dual-loop flywheels, agent-driven data, anti-cheating evals, SpaceX compute, and how models are training the next generation.

Jul 15, 2026·3 min

GPT-5.6 Proves 50-Year Graph Theory Conjecture in Under an Hour — A Milestone for AI Mathematical Reasoning

GPT-5.6 Soul Ultra proves the 50-year-old Cycle Double Cover Conjecture in under an hour. Plus: BCI clinical breakthrough, Apple vs. OpenAI, xAI privacy concerns, and EU dark pattern rules.

Jul 12, 2026·3 min

GPT-5.6 Hands-On Comparison: 20x Cheaper, But Falls Short on Creativity vs. Flagship Models

A veteran tester spends a full day comparing GPT-5.6 (Sol) against Anthropic's flagship across game generation, web creativity, and single-shot API tasks. Sol is 20x cheaper and crushes on single-shot tasks, but creative quality still lags.

Jul 12, 2026·3 min

SlickToken: A Deep Dive into GPU Fleet and Agentic Workflow Planning

SlickToken is a GPU fleet and agentic workflow planning tool for AI teams, supporting offline simulation, load testing, and capacity planning—no internet required to protect enterprise data.

Jul 11, 2026·2 min

OpenAI's Four-Front Offensive: A Deep Dive into GPT-5.6, Codex, Voice AI, and Work Agent

OpenAI launches GPT-5.6, ChatGPT Work, upgraded Codex super-app, and GPT Live voice AI — a deep dive into all four products and their impact on the AI landscape.

Jul 10, 2026·4 min

9 Proven Methods to Make Hermes Agent Actually Work for You

9 battle-tested methods from hundreds of hours with Hermes Agent: model selection (Opus/ChatGPT/GLM), multi-agent failover, cross-device coordination via Tailscale, and reverse prompting workflows.

Jul 10, 2026·6 min

A Three-Month AI Agent Learning Roadmap: From Zero to Hands-On Agent Development

A systematic breakdown of the complete AI Agent learning roadmap, covering prompt engineering, the ReAct paradigm, memory mechanisms, and multi-agent collaboration, with hands-on project advice.

Jul 7, 2026·4 min

ctx: An Open-Source Tool for Searching Your Local AI Coding Assistant History

ctx is a local-first open-source tool that lets developers search and reuse conversation history from Claude Code, Cursor, and GitHub Copilot without uploading data to the cloud.

Jul 7, 2026·2 min

Sazabi Backed by The Agent Fund: AI Agent Space Enters a New Phase of Competition

The Agent Fund publicly backs AI startup Sazabi, reflecting the capital frenzy around AI Agents. A breakdown of the team, the fund, and the shift from conversational to autonomous AI.

Jul 6, 2026·6 min

Gas Town: A Multi-Agent Workspace Manager Built in Go

Gas Town is an open-source multi-agent workspace manager built in Go with 16,000+ GitHub Stars. This article analyzes its architecture, Go language advantages, and typical multi-agent collaboration scenarios.