The Opportunity

A daemon/CLI wrapper that monitors coding agent sessions (Claude Code, Codex, Cursor), auto-saves context snapshots, detects when the agent is approaching context limits, automatically compacts and resumes, and logs progress to disk. CLI usage: `agentkeep wrap "build this feature"` — runs until done regardless of token resets. The missing reliability layer for autonomous coding agents.

Why This Fits

Five independent subreddits report the same pain this week: agents stopping mid-task at context limits with no graceful recovery. Anthropic's own --resume flag is broken (confirmed open issue #3138). No production-grade solution exists — only shell scripts that wait for rate limits to reset. The differentiation: existing tools react after context breaks; AgentKeep acts proactively before it happens. High acquisition potential if it works.

→ Next Step

MVP: Node.js/Python daemon + Claude Code process monitoring + token warning detection via output parsing + auto /compact trigger + checkpoint save to disk (JSON: task description, progress summary, open files) + resume with checkpoint as context. One weekend. Post in r/codex and r/ClaudeCode where the pain is actively expressed.

Urgency

high — pain exists today, no direct tool, window open

Score Breakdown

pain intensity
9/10
market size
8/10
build speed
6/10
low competition
9/10
distribution
8/10

Supporting Signals

Cross Validation

5 platforms (cursor/codex/ClaudeAI/ChatGPT/reddit) + new signal: 1M context is a trap = the market already knows it's not a size problem but management. Zero direct solutions exist.

Deep Dive Analysis

Competitors:

  • coding_agent_session_search (GitHub/Dicklesworthstone) — Gratis (open-source)
  • OpenClaw /compact nativo — Gratis (built-in)
  • Letta AI (ADE) — $49-249/mo
  • MemGPT (open source) — Gratis / self-hosted
coding-agentscontext-managementdevtoolsclaude-codecursorcodex