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Every Tool Call Is a Contract Designing AI Agent Schemas That Dont Lie
August 27, 2026Shyamprasad S

Every Tool Call Is a Contract Designing AI Agent Schemas That Dont Lie

Why Tool Descriptions Break AI Agents (And How to Fix Schema Drift) A client called me in a panic last spring. Their customer support AI began duplica...

Memory Without Magic How AI Agents Actually Remember Across Sessions
August 27, 2026Shyamprasad S

Memory Without Magic How AI Agents Actually Remember Across Sessions

How AI Agent Memory Works (Without Magic or Neural Weights) A client recently asked me if their customer service AI had learned from its past mistakes...

One Prompt, Ten Providers The Case for Model Agnostic Routing
August 25, 2026Shyamprasad S

One Prompt, Ten Providers The Case for Model Agnostic Routing

Stop Hardcoding AI Models: Why You Need Model-Agnostic Routing Last year, a founder showed me their production AI setup. Every prompt in their app was...

Rate Limits Are a Feature, Not a Bug Designing for LLM Backpressure
August 25, 2026Shyamprasad S

Rate Limits Are a Feature, Not a Bug Designing for LLM Backpressure

How to Handle LLM Rate Limits: Designing for AI Backpressure A few months ago, a team brought me in to fix a broken batch workflow. They had built an...

The Agent That Knew When to Stop Guardrails for Autonomous Loops
August 25, 2026Shyamprasad S

The Agent That Knew When to Stop Guardrails for Autonomous Loops

From Webhook to Workflow Turning Third Party Events Into Agent Triggers
August 25, 2026Shyamprasad S

From Webhook to Workflow Turning Third Party Events Into Agent Triggers

Shared AI Tools How to Stop Data Leaks Between Teams
August 25, 2026Shyamprasad S

Shared AI Tools How to Stop Data Leaks Between Teams

Code vs Agent Loops When Fixed Pipelines Win in AI
August 25, 2026Shyamprasad S

Code vs Agent Loops When Fixed Pipelines Win in AI

How to Debug AI Agents Tracing Multi Step Tool Calls
August 25, 2026Shyamprasad S

How to Debug AI Agents Tracing Multi Step Tool Calls

Team Context for AI How to Map Roles Beyond Long Prompts
August 25, 2026Shyamprasad S

Team Context for AI How to Map Roles Beyond Long Prompts