📔 Memory & Journal

• 2026-04-06: thinking-of-switching-from-claude-here-s-what-you-gain-and-lose — logged for daily brief digest and future reference.

Key Progress

• Social Media Agent Team: First dedicated social agents now exist as real OpenClaw agents (13 agents total confirmed via openclaw status)
• Milestone crossed: Moved from concept/design to actual agent directories recognized by runtime
• New agent structure: dedicated social-agent directories under ~/.openclaw/agents/

Active Work

• Current blocker: Verifying exact social-agent lineup + making them visible/truthful in Mission Control
• Next phase: Move from "agents exist" to "agents are actually usable in workflow"
• Brent gave execution runway: "unlimited OAuth use, keep working, solve blockers"

Technical Notes

• OAuth health check ran (all green: anthropic:oauth, openai-codex:default, openai:api with expected rate limit cooldown)
• Memory sync completed successfully (no project-tagged entries in late-night run)
• Memory search temporarily unavailable (Gemini embeddings quota exhausted - 46s cooldown needed)

Incomplete Work / Loose Threads

• Social agent operationalization: Need to define which agents are shared (Benekiva + Personal) vs brand-specific
• Mission Control visibility: Social agents need clean display in dashboard
• Workflow integration: Social team exists but not yet integrated into actual content creation/posting workflow

Other Active Projects (Status)

• Mission Control Upgrade: BLOCKED (memory sync endpoint timing issues, dev server hung)
• OpenClaw Memory + Behavioral Reliability: PAUSED (retrieval/search improved, behavioral layer unfinished)
• Benekiva Hosted Demo Hybrid: PAUSED (deprioritized)
• Benekiva Demo Sprint: PAUSED (deprioritized)

What Matters in 5 Years

• First autonomous social media agent team structure created and deployed
• Shift from monolithic AI assistant to specialized agent workforce with clear roles
• Infrastructure for multi-agent orchestration at scale