◉CLAUDE LABJP
●2.1.301 — Adds the vim % motion, LaTeX math rendering in the VS Code panel, and a retry-watchdog limit for usage-limit waits (10/15)●2.1.299 — Conversations over 200K tokens left idle about 54 minutes get compacted; MCP allow rules now match only the server they name●SONNET 4.5 — Retires on the Claude API on 11/30, 45 days left. Migrate to Sonnet 5.5●WINDOWS — Reports say hooks break silently only on Japanese-locale Windows; check the character encoding first●FAST MODE — Opus 5.5 fast mode is out of research preview and no longer needs the beta header (10/15)●NEW — I Put a Ten-Line Promise File at the To…●2.1.301 — Adds the vim % motion, LaTeX math rendering in the VS Code panel, and a retry-watchdog limit for usage-limit waits (10/15)●2.1.299 — Conversations over 200K tokens left idle about 54 minutes get compacted; MCP allow rules now match only the server they name●SONNET 4.5 — Retires on the Claude API on 11/30, 45 days left. Migrate to Sonnet 5.5●WINDOWS — Reports say hooks break silently only on Japanese-locale Windows; check the character encoding first●FAST MODE — Opus 5.5 fast mode is out of research preview and no longer needs the beta header (10/15)●NEW — I Put a Ten-Line Promise File at the To…
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⬡ API & SDK/2026-07-28Advanced

The Line That Disappears at 100K: Measuring What Tool-Output Spill Actually Keeps

When agent tool output passes 100,000 characters, the full text spills to a file and the model sees only a head-truncated preview. Here are measured survival rates from a real repository, and the output envelope I built to push decision-relevant lines to the front.

⬡ API & SDK/2026-06-14Advanced

Wiring Claude's Dreaming Into Memory Hygiene for Long-Running Agents

Managed Agents' Dreaming reviews past sessions and rewrites memory as a self-improvement loop. We unpack the published Harvey and Wisedocs numbers, build a complete self-hosted consolidation loop with the Anthropic SDK, and cover the production pitfalls.

⬡ API & SDK/2026-05-06Advanced

The AI Sales Automation Your Team Actually Wants — Building a Multi-Agent Sales System with Claude Agent SDK

A complete guide to building a production-grade multi-agent sales automation system using Claude Agent SDK — covering lead scoring, proposal drafting, human review gates, CRM integration, and cost optimization with real code examples.

⟐ Claude Code/2026-03-15Advanced

Building Production-Grade Multi-Agent Systems with Claude Code: Complete Implementation Guide

Master advanced multi-agent orchestration patterns using Claude Code and Agent SDK. Learn parallel execution, dependency management, automatic retries, and dynamic task distribution. Complete implementations for financial analysis, web scraping, and complex workflows.