For creators
Cost-driven AI agents that outperform your overpriced stack
Market intel, outreach, code, GitHub & infra agents fully autonomous and self-hosted. Save hundreds of dollars a year. Own the playbook for life.
65%
Cost reduction
$625
Saved per year
$5
VPS total infra
📡
The Sentinel
Market intelligence that never sleeps. Scans sources, scores signals by impact, and delivers alerts while you focus on building.
~$3/mo to run
12 deployed
Buy
🤝
The Ambassador
Professional outreach on autopilot. Drafts messages, manages follow-up cadence, and knows exactly when to escalate to you.
~$4/mo to run
8 deployed
Buy
📈
The Playbook
The optimization strategy that cut our API bill by 65%. Real production data, real numbers, copy-paste code.
Included Free
200+ readers
Read Free →
💻
The Digital Scientist
Autonomous code builder and refactorer. Spawns sub-agents for complex development tasks, code reviews, and feature iteration.
~$2/mo to run
19 deployed
Buy
🚀
The Strategist
GitHub automation and repository intelligence. Manages issues, PRs, CI runs, and code review workflows at scale.
~$1.50/mo to run
14 deployed
Buy
🔍
The Analyst
Infrastructure audits and security hardening. Scans deployments, enforces firewall rules, and monitors system health continuously.
~$1/mo to run
22 deployed
Buy
Agent optimization insight, weekly.
Real production data. One deployed finding per week. No sales, no fluff.
What a Year Looks Like
Projected from 229 real API calls across 7 measured sessions. Two agents on a $5 VPS.
93%
Cache hit rate
$330
Total annual cost
$625
Saved per year
$0.011
Avg cost per task
PRODUCTION LOG · 7 sessions · 229 API calls · $1.97 total
────────────────────────────────────────────────────────────────
PIPELINE
Cron → Haiku scanner ($0.003/call) → score ≥ 8? → Sonnet deep-read
↓
SQLite memory → Slack / Telegram / Email
WHAT WE FIXED & MEASURED
────────────────────────────────────────────────────────────────
✓ Cache hit rate 1.6% → 93% 84 of 90 calls served from cache
✓ Avg cost / task $0.040 → $0.011 warm call after optimization
✓ Cold start cost $0.022 → $0.020 15K token baseline, idle reset
✓ Worst-case restart $0.111 88K session — now structurally impossible
✓ Session context 88K+ → ≤40K idle reset + compaction ceiling
✓ System prompt 32,000 → 25,900c 6,100 chars trimmed and gone
✓ API keys in payload 14 → 0 secrets moved to .env
✓ Tokens freed 8,571 unused skill disabled, saves every boot
✓ Sub-agent failures 3 / 3 → 0 / 3 root VPS permission flag fixed
✓ Orchestrator turns 26 → ~5 auto-notify replaced polling loop
COST FLOOR AFTER ALL FIXES
────────────────────────────────────────────────────────────────
Fresh session boot $0.020 (system prompt written to cache once)
Per cached task $0.011 (cache-read dominant, 93% of calls)
Re-cache event $0.031 (was $0.088 before context ceiling)
Annual projection $330 two agents, $5 VPS, no surprises
Start Building
Two production agents, the cost playbook, and everything to deploy in 15 minutes.
One-time payment. No subscription. Download and deploy today.
→ Read how we cut costs 90%
João Pedro Soares Ramos
Builder & Operator
LinkedIn ↗
Every number on this page came from a real deployment. Building OpenClaw agents in production since 2025 the cost numbers, the failure modes, the fixes. All built in public.