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Building an AI Agent Without a Framework Series' Articles

Back to Akash Pal's Series
Part 1: What Makes Something an Agent (and Why We Built This Without a Framework)

Part 1: What Makes Something an Agent (and Why We Built This Without a Framework)

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4 min read
Part 2: Pinning the Use Case and Writing Tool Contracts Like Specs

Part 2: Pinning the Use Case and Writing Tool Contracts Like Specs

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4 min read
Part 3: Build the Eval Set Before the Agent Exists

Part 3: Build the Eval Set Before the Agent Exists

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4 min read
Part 4: The Raw ReAct Loop: ~100 Lines, No Framework

Part 4: The Raw ReAct Loop: ~100 Lines, No Framework

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4 min read
Part 5: Guardrails That Live in Code, Not the Prompt

Part 5: Guardrails That Live in Code, Not the Prompt

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4 min read
Part 6: Observability for AI Agents: Tracing, Metrics, and Drift

Part 6: Observability for AI Agents: Tracing, Metrics, and Drift

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4 min read
Part 7: Iterating to Green: Real Bugs, and When You'd Actually Reach for a Framework

Part 7: Iterating to Green: Real Bugs, and When You'd Actually Reach for a Framework

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5 min read