The Architect's Ledger
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    The Architect's Ledger


    Software architecture, AI coding agents, and engineering practice
    • I Ran Three Claude Code Agents as Three Teams — and They Shipped a Real Feature

      A build log: three peer Claude Code instances over an MCP channel — each taking the wheel when it owned the flow — collapsed a three-service payments feature into one ~8-hour session. The workflow, the guardrails, and why being wrong stayed cheap.

      Posted on June 18, 2026

    • A Coding Agent Is Not an IDE

      Why your AI coding rollout isn't producing 10x — and what your organization has to redesign to get there.

      Posted on May 7, 2026

    • I Cut My AI Coding Agent's Cost by 60% — By Watching What It Actually Does

      Profiling Claude Code sessions with OpenTelemetry reveals where tokens and time really go — and how to engineer the waste out

      Posted on April 15, 2026

    • I Built a Way for Claude Code Agents to Talk to Each Other Across Machines

      ~190 lines of TypeScript, a WebSocket broker, and MCP channels — distributed AI teams are closer than you think

      Posted on April 2, 2026

    • What Happens After You Hit Enter in Claude Code?

      A mental model of the agentic loop, permission pipeline, and subagent isolation inside Claude Code

      Posted on March 23, 2026

    • How AI Brings Efficiency with Major Organizational Change

      Discover how AI is transforming software development by solving coordination, context, and execution challenges while reshaping organizational structures.

      Posted on February 4, 2026

    • Documentation Is Not a Deliverable. It's an Architecture Practice.

      Meaningful documentation validates requirements, enforces architectural intent, exposes deviations early, and prevents entire classes of failures.

      Posted on January 21, 2026

    • Monolith vs Microservices: The Real Question Is Modularity

      Monolith vs microservices matters less than modular vs non-modular — and a modular monolith is often the best default.

      Posted on September 23, 2022

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    Vikrant Jain  •  2026

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