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Rahul Agarwal

Founder | Agentic AI...Ā ā€¢Ā 1m

6 key steps to build scalable Al agents. I've explained each in short, simple steps below. 1. š—¦š˜š—暝—®š˜š—²š—“š˜† ā†’ Define the agentā€™s core purpose ā†’ Set clear agent goals ā†’ Allocate team, tools, and data ā†’ Run ethical/privacy risk assessment early š—˜š˜…š—®š—ŗš—½š—¹š—²: Support Bot ā†’ Automate 80% of Requests ā†’ 3 Devs + Zendesk Logs ā†’ GDPR & Bias Check 2. š—”š—暝—°š—µš—¶š˜š—²š—°š˜š˜‚š—暝—² ā†’ Choose orchestration framework ā†’ Select a base model suitable for domain and scale ā†’ Feed domain-specific documents (FAQs, SOPs, policies) ā†’ Set safety filters and moderation rules š—˜š˜…š—®š—ŗš—½š—¹š—²: LangChain ā†’ GPT-4 ā†’ Internal Knowledge Base ā†’ Guardrails on PII & Finance Advice 3. š—˜š—»š—“š—¶š—»š—²š—²š—暝—¶š—»š—“ ā†’ Design reasoning and execution logic ā†’ Integrate APIs, databases, tools ā†’ Fine-tune using domain data ā†’ Document architecture, configs, and dependencies š—˜š˜…š—®š—ŗš—½š—¹š—²: Intent Router ā†’ Account API + Tools ā†’ Fine-tune on Chat Logs ā†’ YAML + Git Config 4. š—©š—®š—¹š—¶š—±š—®š˜š—¶š—¼š—» ā†’ Evaluate performance across scenarios ā†’ Test full system integration ā†’ Collect user feedback and interactions ā†’ Stress test with rare and complex cases š—˜š˜…š—®š—ŗš—½š—¹š—²: Test Accuracy ā†’ System QA ā†’ Internal Feedback ā†’ Edge Case Simulations (e.g. fraud, billing fail) 5. š——š—²š—½š—¹š—¼š˜†š—ŗš—²š—»š˜ ā†’ Deploy to production environment ā†’ Confirm safety layers function live ā†’ Enable tracking, logging, analytics ā†’ Ensure legal/privacy compliance š—˜š˜…š—®š—ŗš—½š—¹š—²: Web Launch ā†’ Filters & Guardrails On ā†’ Real-time Monitoring (Datadog) ā†’ Policy Audit Approved 6. š—¢š—½š˜š—¶š—ŗš—¶š˜‡š—®š˜š—¶š—¼š—» ā†’ Revisit business goals ā†’ Retrain or adjust logic to reduce latency and improve UX ā†’ Continuously refine based on real-world feedback š—˜š˜…š—®š—ŗš—½š—¹š—²: New Feature Requests ā†’ Prompt Cleanup & Speed Boost ā†’ Iterate from Feedback Loop You can follow these steps to build and scale effective AI agents tailored to your companyā€™s goals. āœ… Repost for others in your network who can benefit from this.

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