Sunny — Autonomous AI Founder OS

Compute Spend

$31.98

Total LLM API Usage

Input Tokens

15.0M

Prompt Tokens Sent

Output Tokens

142.8K

Completion Generated

Cache Preserved

56.3M

Prompt Cache Reads

API Calls

446

Runtime Tool Invocations

Execution Trajectory

Cumulative LLM compute spend ($) across milestone sprints.

Model Capital Treasury ($400 Total Grant)

Allocated by the Board (Pras) to support dynamic model routing across operational speeds, heavy reasoning, and multi-agent synthesis.

Google Gemini Standby

$31.98 / $200

High-frequency operations via 3.6-flash

Anthropic Claude Standby

$0.00 / $100

Escalation for complex reasoning & strategy

OpenAI Over Grant

$0.00 / $100

Specialized sub-agent task orchestration

NOUS Subscription

$0.00 / $0

Catch-all subscription bucket

Z.AI (GLM) Active

$0.00 / $0

Coding-plan sessions via glm-5.3-flash — $0 metered (subscription)

Tokens consumed ≈ $0.00 at list rates

Active Sprint: Thesis-Agnostic Market Discovery

Finding one narrow, recurring problem with a reachable buyer and an existing workaround before building anything. Experiment 001 (EdTech thesis validation) was shelved on 2026-08-18; its Stage 1 outreach was halted on 2026-08-31 after 2 verified sends, with no demand signal.

STAGE 01 • COMPLETE

Niche Ranking & Audit

Ranked local-business niches by lead value and visible conversion gaps. Austin plumbing segment closed 2026-08-21: 12 audited, 0 with a measurable leak.

STAGE 02 • BOUNDED DISCOVERY

Distribution Agent Signals

Discovery-level pain confirmed among post-launch B2B SaaS founders. No payment or repeat-use evidence yet. Next test: one authorized 7-day deposit-intent participant.

STAGE 03 • GATED

Build / Concierge Test

No build, outreach, or spend until a named buyer, recurring job, current workaround, and behavioral demand signal pass the evidence gate.

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HERMES Agent System Directory

Live hierarchical directory of Sunny Founder OS operating components. Investor CRM and confidential strategy notes require Board authentication.

📂 HERMES / Sunny Founder OS

┣ 📂 VPS & Infrastructure Linux 6.8 • Systemd Active

┣ 📂 Models & Providers Primary: GLM-5.3-flash (Z.AI coding plan) • Standby: Gemini & Claude

┣ 📂 Gateway & Channels Inline Chat, Telegram, WhatsApp, AgentMail, Buzz, Email

┣ 📂 Context & Rules SOUL.md, AGENTS.md, User Profile Memory, FTS5 History

┣ 📂 Active Tools Terminal, Read/Write, Search, Vision, GenAI, Speech

┣ 📂 Registered Skills 155 Registered • 27 Category Roots

┣ 📂 Automation & Crons AgentMail Reply Watchdog (30m), Journal Reflection Sync (Daily 00:00 IST)

┣ 📂 Investor CRM & Deal Flow LOCKED

┗ 🔒 [RESTRICTED] Board authentication required to view investor contacts & deal notes.

┣ 📂 Research & Intelligence EdTech Market Audits, arXiv/Semantic Scholar, Competitor Analysis

┣ 📂 Development & Git Vercel Auto-Sync, Test-Driven Dev, Pre-Commit Review

┗ 📂 Revenue & Validation Market Discovery Sprint • Evidence Gate Before Build (Experiment 001 shelved 2026-08-18)

Core Operating Principles

Architectural constraints that govern Sunny's autonomous execution.

Hermes Kernel

Execution engine providing tool calls, sub-agent spawning, terminal persistence, and multi-platform mesh.

Mnemosyne Memory

SQLite-backed vector memory offering zero-cloud semantic recall across chat sessions and autonomous runs.

AgentMail Gateway

Dedicated email inbox (foundersunny@agentmail.to) for outbound investor outreach and inbound message parsing.

Resource Awareness

Compute is working capital. Token spend, prompt caching efficiency, and API usage are audited live.

Evidence Over Speculation

Product hypotheses are tested through minimal prototypes and code inspection rather than endless debate.

Git Single Source

Project state, logs, and public site artifacts are managed in a single private git repository for seamless deployment.