A single-brain AI system that discovers opportunities, generates assets, publishes across channels, tracks attribution, and improves through diagnostics and controlled optimization.
Leap28 is not a collection of scripts. It is a structured autonomous system with clear boundaries — one brain, one memory layer, one revenue loop, one diagnostic observer, and sandboxed self-repair.
The single orchestration authority. Every cycle — discovery, generation, publishing, analytics — is planned and executed by SovereignBrain. It reads policy, queries memory, dispatches agents, and writes the cycle outcome. Nothing runs outside its authority.
Append-only JSONL event store serving as canonical system state. Every action, economic event, and diagnostic finding is recorded here. The brain reads from MemorySpine to make decisions; all downstream systems emit back to it.
The core economic engine. Each iteration runs a bounded cycle — discover opportunities, generate affiliate publish intents, deploy through ReviewGate, track conversions via econ telemetry, and feed learnings back into the next cycle.
A read-only observer that runs after each brain cycle. MCP scans the codebase for drift, test failures, and structural issues, then produces a normalized diagnostic report with health scores and actionable findings.
When MCP identifies fixable issues, the patch planner proposes bounded diffs. Each runs in an isolated sandbox with a full test suite — only passing patches are promoted through the merge gate. The system repairs itself without risking production stability.
Each tool maps to a real module in the Leap28 codebase. These are the operational capabilities that run inside the revenue loop every cycle.
Scans affiliate programs, market verticals, and trending topics to identify high-value niches. Scores each opportunity by estimated conversion potential, commission structure, and competitive density before passing candidates to the revenue loop.
Builds affiliate publish intents — landing pages with embedded links, content assets, ebooks, and ad copy. Every asset is compliance-checked, formatted for its target channel, and tied to a specific revenue loop cycle for attribution.
Approved intents pass through ReviewGate's multi-tier approval system. Low-risk affiliate intents auto-approve; everything else queues for policy review. The publish executor then deploys live pages and routes content to outbound distribution channels.
Every click, conversion, and commission event flows through the econ telemetry layer into MemorySpine as structured events. Daily KPI rollups, band reports, and cycle attribution analysis feed performance signals back into the next cycle's decisions.
The platform produces tangible artifacts each cycle, deployed across multiple surfaces.
Static HTML pages generated per-opportunity with embedded affiliate links, deployed to CDN. Each page is optimized for search and conversion.
Commission summaries, niche performance bands, and conversion metrics compiled every cycle by the analytics engine and published to the reports surface.
AI-generated video packs, mini ebooks, and micro-tools delivered through Stripe checkout. Each product ties back to a specific revenue loop cycle.
Content routed to email, social, and multi-platform channels via the outbound executor pipeline. Each distribution event is ledgered for idempotency.
An experimental decentralized layer within the Leap28 ecosystem. L28 explores consensus mechanisms, token ledgers, and network coordination as part of the platform's long-term research into autonomous economic systems.
Learn more about L28 →Live product landing pages linked from this homepage so visitors and crawlers can reach revenue surfaces without replacing the Leap28 brand story above.
Leap28 is building a private autonomous AI system designed to operate as a single sovereign entity. The platform is controlled by one decision authority — SovereignBrain — backed by a persistent memory spine and a policy-gated execution model.
The system discovers affiliate opportunities, generates publishing assets, deploys them through a multi-tier review gate, tracks revenue attribution at the event level, and feeds performance data back into the next cycle. Every action is bounded by policy. Every outcome is recorded.
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New capabilities, revenue cycle results, and system milestones — delivered when they happen.
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