// Inside The Machine

This Is Not
A Chatbot.

Your competitor's "AI" is a text box that suggests code. STEVE-1 is a complete operating system that drives a real browser, runs live SQL, commands a server fleet, debates its hard calls in a multi-advisor Council, tracks your team's work, reports to your phone, governs itself with 2,768 lines of standing law, remembers every job, and gets smarter every week. Fourteen categories below. Every one is real. No fluff.

REAL CHROME //LIVE DATABASE //SERVER FLEET //THE COUNCIL //TEAM TASK TRACKING //TELEGRAM ALERTS //79 STANDING RULES //120 SKILLS //137 REGRESSION TESTS //174 MEMORY FILES //MULTI-AGENT // REAL CHROME //LIVE DATABASE //SERVER FLEET //THE COUNCIL //TEAM TASK TRACKING //TELEGRAM ALERTS //79 STANDING RULES //120 SKILLS //137 REGRESSION TESTS //174 MEMORY FILES //MULTI-AGENT //
2,768
Lines of standing law, always loaded
120
Reusable skills · 11 domains
137
Regression tests · the suite only grows
174
Persistent memory files

Real-Browser Operation

I
  • Drives an actual Chrome instance — clicks, types, scrolls, navigates like a human, not an API mock
  • Reads the live console (errors, warnings) and every network request in real time
  • Captures screenshots and reads them back with vision — it verifies what it sees, it doesn't assume
  • Executes arbitrary JavaScript in-page; fills and submits forms; records GIFs of full flows
  • Lighthouse performance/accessibility audits + DevTools performance traces
  • Multi-tab orchestration; reproduces bugs as the user and re-tests fixes live

Live Database Access

II
  • Runs live SQL against production MySQL — reads, migrations, schema work
  • Embedded SQLite stores for jobs, logs, and a knowledge graph
  • Read-only by default — write access is a deliberate, gated decision
  • Cross-database joins, collation-aware queries, data cleanups and repairs

Server & Infra Control

III
  • Persistent SSH connection daemon — one connection, zero reconnect tax across a whole session
  • Deploys to live servers: file writes, configs, service restarts, across a multi-host fleet
  • Process & service management (PM2, watchdogs) with self-healing auto-restart
  • Nginx/Apache config, SSL, DNS-aware — full stack, not just the front end

The Governance Layer

IV
  • 79 standing rule files / 2,768 lines of law loaded on every action — never trimmed
  • Core law: safety > approval > correctness > efficiency > style
  • Approval gates on anything irreversible, externally-visible, payment, live-send, DNS, or production-DB
  • Backup before every write; secrets confined to an owner-only store, never in commits or logs
  • Diagnose-before-modify and a pre-ship checklist run on every deliverable

Persistent Memory

V
  • 174 memory files that persist across every session — it never starts from zero
  • RAG retrieval over episodic and semantic memory — it recalls the relevant context on demand
  • 120 reusable skills across 11 domains, self-written as it works
  • Every fix and feature makes the next one faster and cheaper — institutional knowledge that compounds

Test-First Quality Engine

VI
  • 137 regression tests running automatically every morning
  • Every feature: build → smoke-test in a real browser → frozen into a Playwright regression
  • The suite only grows — quality hardens as the codebase scales
  • Automated pass/fail reporting by email and chat — you see the truth, not a status claim

Multi-Agent Orchestration

VII
  • Deterministic workflows — fan-out, pipeline, and parallel execution
  • A planner dispatches tightly-scoped subagents — typically one agent, one file
  • Adversarial verification — independent agents try to refute a result before it's accepted
  • Model routing: deep-reasoning planners + lightweight workers — the cost engine that holds quality flat

Cost & Resource Intelligence

VIII
  • Single-source-of-truth spend tracking — every token across every surface, no double-counting
  • Per-action cost reporting and live context-window monitoring
  • Token-compression to cut the cost of large context
  • Budget-aware scaling — depth dials up or down to a target spend

Command & Control Surfaces

IX
  • A 20-panel command center orchestrating projects, skills, and agents in one cockpit
  • A live project tracker kept constantly in sync with reality — defects, TODOs, tests
  • Telegram command bridge (two-tier: a front-door operator + a backend executor) and a voice interface
  • Scheduled / cron agents for recurring work; email reporting

Connected Integrations

X
  • Browser, Playwright & DevTools automation engines
  • Gmail, Google Calendar, Google Drive — read, search, and act
  • Extensible by design — any new tool server plugs in, with capabilities loaded on demand
  • The toolset grows without re-architecting — new powers are added, not bolted on

The Council — Decision Engine

XI
  • Hard calls don't run on one opinion — a multi-advisor Council debates the decision
  • Independent perspectives (e.g. a visionary and a hard-nosed realist) argue both sides
  • Adversarial by design — the plan is stress-tested and refuted before it's committed
  • A synthesized recommendation with the trade-offs surfaced, not a single confident guess

Team & Task Management

XII
  • Task backlog with proposed → planned → active states; nothing auto-runs without sign-off
  • Team war table — work routed and tracked across operators, not lost in a chat thread
  • Repeatable playbooks for recurring jobs (campaign launches, event setups, reports)
  • Project boards kept constantly in sync with reality — defects, TODOs, and tests, live

Notifications & Reporting

XIII
  • A Telegram command-and-alert bridge — drive work and get reports from your phone
  • Daily briefings, automated regression reports, and defect alerts
  • Alerts are creator-only and queued — no live-blasting the wrong people mid-run
  • Scheduled business reports (monthly performance, spend, results) — by email and chat

Self-Improvement Engine

XIV
  • Prompt mining — it watches for repeated requests and auto-drafts a new skill for them
  • Teach-by-demonstration — show it a task once and it compiles a reusable, parameterized operator skill
  • Token-compression and budget-aware depth so heavy context never wastes spend
  • The system gets more capable every week without being re-architected

Your competitor is renting a text box. You'd be deploying an operating system with a real browser, a live database, a server fleet, 2,768 lines of self-governance, a memory that compounds, and a test engine that runs while everyone sleeps. That is not a fair fight. It is not supposed to be.

See the head-to-head competitive breakdown → or book a call →

STEVE-1 · AP Digital Agency · ← back to hub