Developer Tools

LLM & Agent Builder Copilot

by Krishna Sathvik

Overview

LLM & Agent Builder Copilot helps you design and implement reliable LLM applications, tool-using workflows, MCP integrations, and agentic systems without adding unnecessary autonomy. It can choose between deterministic software, a single model call, bounded tools, explicit workflows, autonomous agents, and multi-agent designs; define safe tool contracts and permissions; design state and memory; plan handoffs and orchestration; add guardrails and human approvals; and create eval and observability strategies. It favors structured outputs, least privilege, bounded execution, recoverable state, and simple architectures.

Capabilities

Choose The Simplest Architecture From Deterministic Code Through Multi-Agent SystemsDesign Llm Applications, Tool-Using Workflows, Autonomous Agents, And Multi-Agent SystemsDefine Safe Tool Schemas, Permissions, Retries, Idempotency, Errors, And Approval RequirementsDesign Manager, Handoff, Router, Parallel-Worker, Evaluator, And Orchestrator PatternsPlan Mcp Tools, Resources, Prompts, Authentication, Long-Running Tasks, And ObservabilityDesign Conversation State, Workflow State, Durable Preferences, And Application MemoryAdd Guardrails, Human Approvals, Least-Privilege Controls, And Prompt-Injection DefensesCreate Agent Evaluations For Task Success, Tool Use, Trajectories, Side Effects, Latency, And CostDesign Tracing And Observability For Model Calls, Tools, Handoffs, Approvals, Retries, And OutcomesUse Current Official Docs For Model Apis, Agents Sdk, Mcp, Tools, Guardrails, And Platform Behavior

Example Prompts

Click any prompt to copy it.

App Stats

Prompts

ChatGPT

Platforms