
Jake Sablosky
318 posts

Jake Sablosky
@JakeSablosky
Redefining remote hospitality @greenspringsinn, a nature resort in Southern Oregon | Former CPG CEO @nunaturals |






I can’t believe people in SF Bay Area are paying $6k for an in-person OpenClaw install. It’s literally just a one-time setup on a Mac mini. This is insane! Time to switch your jobs guys.








Earlier this week my OpenClaw Agent burnt through over 150M tokens in a day (!). The 1st optimization: Enabled 1hr long cache on Claude Opus so that duplicate context is charged at a 90% discount. Important as OC sends whole files in the prompt The 2nd: Opus Orchestra with Opus acting as a conductor across multiple models: • Opus 4.6 — all direct conversations, trade decisions, anything touching money, deep analysis • Sonnet 4.5 — sub-agents, daily briefs, CRM ingestion, structured research • Gemini 3 Flash — heartbeats, healthchecks, trigger scans, keyword monitoring Cron jobs across Flash, Sonnet and Opus Escalation rule: Cheap model detects something → reports to main session → Opus makes the call. Also enabled: Memory flush at 80k tokens (saves context to memory files before compaction) & Compaction threshold bumped to 80k (from default 40k). Token consumption is down 80% 🙏

















