Flagships define the business direction. Active products extend the same platform. Experiments remain transparent without being presented as equal to the core products.
14 documented systems
01 / Flagship products
The products that define BirruLabs.
Selected for their proximity to real usage, sustained operation, and verifiable business value.
Autonomous affiliate product discovery engine built on Cloudflare Edge Workers, D1, and R2.
Architecture
BirruFinds is an autonomous edge commerce engine automating product curation, brand CDN metadata extraction, Amazon affiliate tag injection, and broadcast distribution to Telegram channels and Pinterest with zero server overhead.
02
SYS-SYS / AGENT-CONTEXT-MCP
LIVE SCHEMATIC
BL / ARCH-VECT
ProductionAI InfrastructureSync Latency: Instant / Global
Agent Context Hub & Zero-Amnesia Vault
Problem
Encrypted multi-agent memory and shared task coordination protocol synced 24/7 to Cloudflare Edge and GitHub.
Architecture
Standard MCP protocol infrastructure solving multi-session agent amnesia. Coordinates shared task boards, inter-agent handoff notes, architecture decision records (ADRs), and encrypted credential vaults across disparate agent runtimes.
03
SYS-SMM / MULTI-AGENT CEO
LIVE SCHEMATIC
BL / ARCH-VECT
Live BetaAI AgentsAgent Nodes: 4 Specialized Workers
Social Media AI Manager (Hermes Swarm)
Problem
Multi-agent system for end-to-end social media orchestration using the CEO/Worker pattern.
Architecture
Distributed multi-agent AI system managing the entire content lifecycle: real-time trend research, brief crafting, visual asset generation, automated QC validation, and scheduled publishing across Meta & Threads.
02 / Active products
Active products being matured.
Functional systems with explicit scope. Every release stage is shown honestly instead of presenting beta work as production.
100% client-side anti-slop financial and rate card calculator suite for creators & freelancers.
Architecture
High-performance interactive calculator platform for sponsorship rate cards, Adsense RPM estimation, affiliate ROI, and freelance rates with zero server latency and zero tracker overhead.
Multi-tenant Meta Graph API automation platform on Cloudflare Workers for scheduled publishing and analytics.
Architecture
High-performance edge microservice executing multi-account automations for Instagram Business and Facebook Pages. Handles token refresh, media upload, scheduled carousels, and visual insights.
06
SYS-SYS / BIRRU-CLIPS
LIVE SCHEMATIC
BL / ARCH-VECT
Live BetaCreative AILive Endpoint: clips.birrulabs.biz.id
BirruClips AI Video Platform
Problem
Cloud-native AI short video processing and clipping web platform on Cloudflare Pages and D1.
Architecture
Interactive web application for curating, slicing viral video clips, and rendering automated subtitles. Direct integration with D1 edge database and R2 asset store.
Modular operational system designed for independent clinics and businesses. Operates 100% locally on embedded SQLite without requiring continuous internet connectivity.
08
SYS-BFS / SHOPEE HUB
LIVE SCHEMATIC
BL / ARCH-VECT
PrototypeAutomation
Birru Finds Shopee Storefront
Problem
Independent Shopee affiliate storefront with manual-first product curation.
Architecture
Independent storefront under the Birru Finds brand presenting curated Shopee products with transparent affiliate disclosure.
03 / Labs & experiments
Focused technical research and experiments.
Experiments are retained as evidence of learning and execution—not as a claim that every prototype is a mature business.
Zero-cost autonomous pipeline generating and submitting high-resolution AI stock photos & videos to Adobe Stock.
Architecture
Headless browser automation system piloting Google Flow to produce high-res commercial visual assets with zero API cost, auto-injecting SEO metadata and staging in 5TB Google Drive for direct Adobe Stock ingestion.
10
SYS-SYS / HERMES-ANDROID-NATIVE
LIVE SCHEMATIC
BL / ARCH-VECT
Live BetaAI InfrastructurePortability: 100% Mobile Native
Hermes Android Native Terminal
Problem
Native Android autonomous terminal client APK for executing Hermes Agent portably on mobile hardware.
Architecture
Native Android application packaging full autonomous Hermes coding agent capabilities directly onto smartphone hardware, connected via low-latency API routing and central control room.
11
SYS-SYS / OPUSFREE-CLIPPER
LIVE SCHEMATIC
BL / ARCH-VECT
In DevelopmentCreative AIFormat: 9:16 Vertical Shorts
OpusFree Clipper & Media Pipeline
Problem
Automated viral video clipping pipeline powered by Whisper AI transcription and FFmpeg processing.
Architecture
Autonomous video processing pipeline slicing long-form videos into high-retention vertical shorts (Shorts/Reels/TikTok) complete with dynamic animated subtitles and hook detection.
12
SYS-SYS / ANTIGRAVITY-QUOTA-MONITOR
LIVE SCHEMATIC
BL / ARCH-VECT
ProductionAI InfrastructureRolling Window: 5h Active Tracking
Antigravity Quota & Token Monitor
Problem
Real-time token consumption, 5-hour rolling quota tracker, and multi-model gateway monitor.
Architecture
Telemetry dashboard and alerting monitor tracking LLM token burn rate, 5-hour rolling quota windows, and auto-failover health between agent model accounts.
13
SYS-SYS / AUTONOMOUS-CRYPTO-TRADING-AGENT
LIVE SCHEMATIC
BL / ARCH-VECT
ResearchAI AgentsSafety Guardrail: Observe Mode Only
Market Regime Monitor & Quant Research
Problem
Autonomous quantitative research and market regime detector operating under strict observe guardrails.
Architecture
Autonomous market analytics agent monitoring volatility, orderbook liquidity, and regime shifts. Operates in pure Observe / Paper Trading mode with non-discretionary risk invariants.