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Notes from building production AI.

Lessons, patterns, and contrarian opinions from shipping real AI agent systems. New post most weeks.

Business April 18, 2026

Why Autonomous AI SDRs Fail and What Works in 2026

Autonomous AI SDRs fail because they skip human review. This guide covers what actually works: human-in-the-loop outbound with AI doing the heavy lifting.

12 min read
Technical April 10, 2026

LangGraph vs Mastra vs CrewAI: Which Agent Framework in 2026

LangGraph, Mastra, and CrewAI compared for production AI agent development: architecture, observability, memory, and which use case each handles best.

13 min read
Buyer's guides April 8, 2026

AI Agent Development Services: A Buyer's Guide for 2026

How to evaluate AI agent development services in 2026: what to look for, what to avoid, and what a production-ready build actually costs.

12 min read
Agentic coding April 5, 2026

Claude Code Workflow for Teams: Setup and Best Practices

How to set up Claude Code for an engineering team: CLAUDE.md structure, Cursor rules, Claude Skills integration, and adoption habits that stick.

10 min read
Business March 28, 2026

AI Agent Development Pricing: Real Costs in 2026

Real pricing breakdowns for AI agent development in 2026: setup fees, Claude token costs, voice minutes, vector storage, and ongoing retainer ranges.

11 min read
Engineering March 25, 2026

MCP vs Custom APIs: When to Use Each in 2026

MCP servers vs custom REST APIs for AI agent development: when each approach wins, real cost comparisons, and a decision framework for your next build.

10 min read
Indian market March 14, 2026

WhatsApp Business Automation in India: Complete Guide 2026

How to build WhatsApp business automation in India using AiSensy and Claude: BSP setup, template approval, DPDP compliance, and pricing in INR.

14 min read

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