Definitive guides, patterns, evaluations, and directories for building reliable agentic AI systems. Vendor-neutral reference for engineers and teams.https://agenttic.org/en-ushttps://agenttic.org/guides/agent-memory-explained/https://agenttic.org/guides/agent-memory-explained/Working memory, thread memory, long-term memory, and RAG—how memory works in agentic systems and how to govern it.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/building-coding-agents/https://agenttic.org/guides/building-coding-agents/How coding agents work: repo tools, planning, tests as rewards, sandboxes, and evaluation for software engineering agents.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/choosing-an-agent-framework/https://agenttic.org/guides/choosing-an-agent-framework/A practical framework selection guide for agentic AI: control model, language, multi-agent needs, ecosystem, and production constraints.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/observability-for-agents/https://agenttic.org/guides/observability-for-agents/What to log and monitor in agentic systems: trajectories, tool I/O, costs, outcomes, and replay for debugging.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/common-agent-failure-modes/https://agenttic.org/guides/common-agent-failure-modes/The most frequent ways agents fail in production: loops, tool misuse, hallucinated success, injection, and scope escape—and how to mitigate them.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/agent-cost-control/https://agenttic.org/guides/agent-cost-control/How to control token and tool spend in agentic systems without destroying task success rates.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/mcp-explained/https://agenttic.org/guides/mcp-explained/What MCP (Model Context Protocol) is, why it matters for agent tool use, and how to think about servers, clients, and security.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/langgraph-vs-crewai-vs-autogen/https://agenttic.org/guides/langgraph-vs-crewai-vs-autogen/Vendor-neutral comparison of LangGraph, CrewAI, and AutoGen for building multi-step and multi-agent systems.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/how-to-build-research-agent/https://agenttic.org/guides/how-to-build-research-agent/Step-by-step design for a web research agent: goals, tools, planning, citations, evaluation, and safety limits.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/production-readiness-checklist/https://agenttic.org/guides/production-readiness-checklist/A practical checklist for shipping agentic systems: tools, auth, budgets, evals, observability, HITL, and incident response.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/agent-safety-and-guardrails/https://agenttic.org/guides/agent-safety-and-guardrails/Practical guardrails for agentic AI: permissions, sandboxes, human approval, budgets, content filters, and audit trails.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/agent-evaluation/https://agenttic.org/guides/agent-evaluation/A practical framework for evaluating agentic systems: task success, trajectories, tool correctness, cost, latency, and regression suites.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/agentic-vs-chatbots-vs-workflows/https://agenttic.org/guides/agentic-vs-chatbots-vs-workflows/When to use agentic systems, chatbots, or deterministic workflows—decision criteria, trade-offs, and hybrid patterns.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/agentic-architecture/https://agenttic.org/guides/agentic-architecture/A practical architecture model for agentic systems: goals, planners, tools, memory, orchestration, evals, and control planes.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/guides/what-is-agentic-ai/https://agenttic.org/guides/what-is-agentic-ai/Agentic AI systems pursue goals by planning, using tools, observing results, and iterating—unlike single-turn chatbots or fixed workflows.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/human-in-the-loop/https://agenttic.org/patterns/human-in-the-loop/HITL patterns pause agents for human approval, clarification, or takeover on risky or ambiguous steps.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/memory-systems/https://agenttic.org/patterns/memory-systems/Patterns for agent memory: working state, summaries, long-term stores, and retrieval with governance.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/multi-agent/https://agenttic.org/patterns/multi-agent/Multi-agent systems split work across specialized agents with defined roles, handoffs, and shared state.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/plan-and-execute/https://agenttic.org/patterns/plan-and-execute/Plan-and-execute agents draft a multi-step plan first, then carry out steps with optional re-planning.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/react/https://agenttic.org/patterns/react/ReAct interleaves reasoning traces with tool actions so agents can think, act, and observe in a loop.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/reflection/https://agenttic.org/patterns/reflection/Reflection patterns add a critique step so agents can check work, catch errors, and improve outputs before finalizing.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/routing/https://agenttic.org/patterns/routing/Routing patterns send tasks to the right agent, model, or workflow based on intent, risk, and skills.Mon, 27 Jul 2026 00:00:00 GMThttps://agenttic.org/patterns/tool-use/https://agenttic.org/patterns/tool-use/How agents call tools reliably: schemas, selection, error handling, permissions, and verification of side effects.Mon, 27 Jul 2026 00:00:00 GMT