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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)
Akash Pal
Akash Pal
Akash Pal
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Aug 11
Part 1: What Makes Something an Agent (and Why We Built This Without a Framework)
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tutorial
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llm
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4 min read
Part 2: Pinning the Use Case and Writing Tool Contracts Like Specs
Akash Pal
Akash Pal
Akash Pal
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Aug 11
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
Akash Pal
Akash Pal
Akash Pal
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Aug 11
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
Akash Pal
Akash Pal
Akash Pal
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Aug 11
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
Akash Pal
Akash Pal
Akash Pal
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Aug 11
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
Akash Pal
Akash Pal
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Aug 11
Part 6: Observability for AI Agents: Tracing, Metrics, and Drift
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observability
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4 min read
Part 7: Iterating to Green: Real Bugs, and When You'd Actually Reach for a Framework
Akash Pal
Akash Pal
Akash Pal
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Aug 11
Part 7: Iterating to Green: Real Bugs, and When You'd Actually Reach for a Framework
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5 min read
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