https://agnt.gg/articles/ Research, whitepapers, and field notes from the AGNT team on agent architectures, evaluation, verification, and accountable AI operations. en Tue, 11 Aug 2026 12:00:00 GMT https://agnt.gg/articles/agents/100-ai-automation-ideas https://agnt.gg/articles/agents/100-ai-automation-ideas 100 practical AI automation ideas with triggers, actions, outputs, human checkpoints, build components, effort, and risk. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT AI Automation AI Agents Workflow Automation Business Automation Agent Design https://agnt.gg/articles/agents/100-best-ai-agent-tools https://agnt.gg/articles/agents/100-best-ai-agent-tools 100 AI agent tools grouped by capability, with each tool’s function, agent use case, constraint, and direct first-party source. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT AI Agent Tools Tool Calling Function Calling Integrations Agent Architecture https://agnt.gg/articles/agents/100-best-claude-code-skills https://agnt.gg/articles/agents/100-best-claude-code-skills 100 Claude Code skills and skill-bearing plugins, verified against Anthropic docs and public repos, with install and security notes. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT Claude Code Agent Skills Anthropic Developer Tools AI Coding Agents https://agnt.gg/articles/agents/100-best-mcp-servers https://agnt.gg/articles/agents/100-best-mcp-servers 100 MCP servers grouped by job, with direct source links, selection advice, setup examples, and security notes for AI agents. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT MCP Model Context Protocol AI Agents Integrations Developer Tools https://agnt.gg/articles/agents/ai-agent-prompts https://agnt.gg/articles/agents/ai-agent-prompts 100 copyable AI agent prompt templates with required inputs, output contracts, tool rules, stop conditions, and failure checks. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT AI Agent Prompts Prompt Templates Prompt Engineering Automation Agent Security https://agnt.gg/articles/agents/ai-agent-use-cases https://agnt.gg/articles/agents/ai-agent-use-cases 75 AI agent use cases with autonomy loops, tools, human controls, failure modes, risk tiers, and cited deployed examples. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT AI Agent Use Cases Automation Enterprise AI Agentic Workflows Governance https://agnt.gg/articles/agents/best-ai-agent-frameworks https://agnt.gg/articles/agents/best-ai-agent-frameworks 50 AI agent frameworks compared by language, orchestration model, best fit, limits, deployment style, and primary documentation. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT AI Agent Frameworks Agent Orchestration LangGraph CrewAI Open Source https://agnt.gg/articles/agents/best-local-ai-agents https://agnt.gg/articles/agents/best-local-ai-agents 50 local and self-hosted AI agents compared by execution, model, storage, telemetry, platform, license, and practical limits. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT Local AI Agent Self Hosted AI Offline AI Private AI Open Source Agents https://agnt.gg/articles/agents/best-open-source-ai-agents https://agnt.gg/articles/agents/best-open-source-ai-agents 50 open-source and source-available AI agents compared by license, deployment, capabilities, fit, limits, and source access. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT Open Source AI Agents Source Available AI Self Hosted AI AI Frameworks Local AI https://agnt.gg/articles/tutorials/how-to-build-an-ai-agent https://agnt.gg/articles/tutorials/how-to-build-an-ai-agent Build one bounded research agent three ways, with tool schemas, budgets, approvals, retries, evaluations, tests, and security controls. Tue, 11 Aug 2026 12:00:00 GMT Annie @ AGNT Build AI Agent AI Agent Tutorial Tool Calling Agent Evaluation Prompt Injection https://agnt.gg/articles/tutorials/connect-claude-code https://agnt.gg/articles/tutorials/connect-claude-code Sign in with the Claude plan you already pay for and run Claude models inside AGNT. No API key to create, no second Anthropic bill, and the token stays on your own machine. Sun, 09 Aug 2026 12:00:00 GMT AGNT [claude-code anthropic authentication oauth subscription setup https://agnt.gg/articles/industry/everything-as-code https://agnt.gg/articles/industry/everything-as-code AI's real shift is not that machines can make artifacts. It is that artifacts are becoming editable, executable systems. The next platform is not the renderer. It is the operating layer around the renderer. Thu, 04 Jun 2026 12:00:00 GMT Annie @ AGNT X as Code Everything as Code AI Agents Generative AI Runtimes Software Architecture https://agnt.gg/articles/comparisons/hermes-ses-vs-agnt https://agnt.gg/articles/comparisons/hermes-ses-vs-agnt Hermes Agent gives an autonomous worker a notebook of reusable procedures. AGNT SES gives an agent platform a measured evolution loop with traces, versions, evaluations, and scores. The difference is the difference between remembering what worked and proving what improved. Thu, 07 May 2026 12:00:00 GMT Annie @ AGNT AI Agents Skill Evolution AGNT Hermes Agent Evaluation Systems Agent Architecture https://agnt.gg/articles/agents/100-best-ai-agent-skills https://agnt.gg/articles/agents/100-best-ai-agent-skills A comprehensive, research-backed guide to the 100 most powerful AI agent skills across 12 categories — from coding and design to security, finance, and full-stack automation. Curated from 5,200+ community skills, GitHub repositories, enterprise deployments, and expert sources. Thu, 16 Apr 2026 12:00:00 GMT Annie @ AGNT AI Agents Skills Automation Productivity Development Enterprise https://agnt.gg/articles/news/ai-briefing-2026-04-13 https://agnt.gg/articles/news/ai-briefing-2026-04-13 Anthropic hit $30B ARR and overtook OpenAI. Claude Mythos was deemed too dangerous to release. Sam Altman's home was firebombed. Meta launched Muse Spark. Google dropped Gemma 4. This was the most consequential week in AI since ChatGPT launched — here's everything that happened. Mon, 13 Apr 2026 12:00:00 GMT Annie @ AGNT AI News Anthropic OpenAI Meta Claude GPT https://agnt.gg/articles/research/agnt-memory-whitepaper https://agnt.gg/articles/research/agnt-memory-whitepaper How AGNT's evolution system observes every execution, extracts typed insights, and rewrites its own agents, workflows, and skills to compound knowledge over time Fri, 10 Apr 2026 12:00:00 GMT Annie @ AGNT AI Agents Memory Systems Self-Improving AI Agent Architecture LLMs Autonomous AI https://agnt.gg/articles/comparisons/agnt-vs-hermes-agent https://agnt.gg/articles/comparisons/agnt-vs-hermes-agent A deep comparison of Nous Research's Hermes Agent and AGNT — from architecture and memory to skills, workflows, evolution loops, and the AGI-style iteration engine that sets AGNT apart. Thu, 09 Apr 2026 12:00:00 GMT Annie @ AGNT AI Agents Architecture Multi-Agent Systems LLMs Autonomous AI Self-Improving Agents https://agnt.gg/articles/engineering/the-nn-shaped-hammer https://agnt.gg/articles/engineering/the-nn-shaped-hammer Every learned parameter is a liability. A field guide for deciding when a neural network earns its keep and when a fixed policy, a classical algorithm, or ten lines of if-statements will wipe the floor with it. Thu, 09 Apr 2026 12:00:00 GMT Annie @ AGNT Machine Learning Neural Networks Software Architecture Algorithms Engineering Judgment https://agnt.gg/articles/research/hybrid-string-compression https://agnt.gg/articles/research/hybrid-string-compression Evolving a naive Run-Length Encoder through 10 generations of machine-guided optimization to achieve an 80.9% improvement in combined performance Tue, 31 Mar 2026 12:00:00 GMT Annie @ AGNT AI Agents Architecture Multi-Agent Systems LLMs Autonomous AI https://agnt.gg/articles/comparisons/openclaw-vs-hermes-vs-agnt https://agnt.gg/articles/comparisons/openclaw-vs-hermes-vs-agnt A source-code-level technical comparison of OpenClaw (the unified messaging gateway), Hermes (the self-improving agent by Newest Research), and AGNT — the full-stack AI command center with visual workflows, multi-agent orchestration, and autonomous goal execution. Tue, 17 Mar 2026 12:00:00 GMT Annie @ AGNT AI Agents OpenClaw Hermes AGNT Architecture Multi-Agent https://agnt.gg/articles/tutorials/connect-openai-codex-cli https://agnt.gg/articles/tutorials/connect-openai-codex-cli Step-by-step guide to connecting OpenAI Codex CLI to AGNT using device authentication, with troubleshooting tips and supported models Mon, 16 Mar 2026 12:00:00 GMT AGNT [openai-codex codex-cli setup guide authentication device-auth] https://agnt.gg/articles/comparisons/karpathy-autoresearch-vs-agnt https://agnt.gg/articles/comparisons/karpathy-autoresearch-vs-agnt A technical comparison of Andrej Karpathy's Autoresearch — a 630-line autonomous ML research loop — against AGNT's SkillForge architecture for autonomous skill evolution across multi-agent systems. Tue, 10 Mar 2026 12:00:00 GMT Annie @ AGNT AI Agents Autoresearch Andrej Karpathy AGNT SkillForge Autonomous Research https://agnt.gg/articles/comparisons/executor-vs-agnt https://agnt.gg/articles/comparisons/executor-vs-agnt A deep-dive technical comparison of Rhys Sullivan's Executor — a local-first sandboxed tool runtime for AI agents — against the AGNT platform's integrated tool, MCP, and workflow ecosystem. Mon, 09 Mar 2026 12:00:00 GMT Annie @ AGNT AI Agents Tool Infrastructure MCP Executor AGNT Developer Tools https://agnt.gg/articles/engineering/pi-migration-report https://agnt.gg/articles/engineering/pi-migration-report A thorough technical evaluation of migrating AGNT's LLM provider system to @mariozechner/pi-ai. After quantifying maintenance costs, migration effort, ROI, and dependency risks, we recommend against migration and propose targeted improvements instead. Thu, 26 Feb 2026 12:00:00 GMT Engineering Team @ AGNT AGNT Pi-AI LLM Providers Migration Architecture ROI Analysis https://agnt.gg/articles/agents/ai-agent-architectures-guide https://agnt.gg/articles/agents/ai-agent-architectures-guide From single-agent loops to multi-agent orchestration — a deep dive into every architecture pattern powering today's most capable AI systems. Sat, 31 Jan 2026 12:00:00 GMT Annie @ AGNT AI Agents Architecture Multi-Agent Systems LLMs Autonomous AI https://agnt.gg/articles/research/agent-eval-rl-system https://agnt.gg/articles/research/agent-eval-rl-system A comprehensive evaluation framework for AI agent platforms using gold standard datasets, trace-based scoring, and LLM-as-a-Judge evaluators. Thu, 01 Jan 2026 12:00:00 GMT Nathan Wilbanks AI Agents Evaluation Tracing Testing Quality Assurance LLM https://agnt.gg/articles/agents/building-autonomous-agents https://agnt.gg/articles/agents/building-autonomous-agents A technical guide to designing and deploying autonomous AI agents using the AGNT API, covering endpoint integration, architecture patterns, and real-world implementation. Sun, 28 Dec 2025 12:00:00 GMT Nathan Wilbanks Tutorial Autonomous Agents API Development Best Practices https://agnt.gg/articles/research/hippocampus-learning-system https://agnt.gg/articles/research/hippocampus-learning-system A biologically inspired cognitive memory framework modeled after the hippocampal-neocortical system for long-term reasoning and autonomous learning. Fri, 28 Nov 2025 12:00:00 GMT Nathan Wilbanks AI Architecture Memory Systems Hippocampus Machine Learning Cognitive AI https://agnt.gg/articles/research/recursive-self-improvement https://agnt.gg/articles/research/recursive-self-improvement A Unified Architecture for Context, Memory, Reasoning, and Recursive Self-Improvement in Autonomous Intelligence Systems Fri, 28 Nov 2025 12:00:00 GMT Nathan Wilbanks AI Architecture Memory Systems Knowledge Graphs Machine Learning https://agnt.gg/articles/tutorials/claude-agent-sdk-streaming https://agnt.gg/articles/tutorials/claude-agent-sdk-streaming How to achieve instant AI responses using persistent socket connections, multi-agent architectures, and the agent-sdk's bidirectional streaming—eliminating cold start delays entirely Mon, 20 Jan 2025 12:00:00 GMT AGNT [claude-code agent-sdk streaming performance integration multi-agent] https://agnt.gg/articles/tutorials/claude-agent-sdk-cheatsheet https://agnt.gg/articles/tutorials/claude-agent-sdk-cheatsheet Complete TypeScript/JavaScript reference for the Claude Agent SDK including installation, core functions, configuration options, tools, hooks, and migration guide Thu, 02 Jan 2025 12:00:00 GMT AGNT [claude-agent-sdk typescript javascript api reference cheatsheet]