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Featured • 5 min

Introduction to AI Agents and Automation

Discover how AI agents are transforming business processes and how you can leverage them...

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From the desk

Reflections, creative processes, and news from the Cadences world

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Product

Your WhatsApp Never Sleeps: The Assistant That Replies, Transcribes and Sells For You

73% of customer messages arrive outside business hours. See how the Cadences assistant replies to voice notes, reads photos, sends audio back and remembers each client — without your privacy ever leaving your computer.

Gonzalo Monzón

June 1, 2026 · 8 min

Architecture · 20 min

CadencIA: From Browser to Native Node as a Distributed Compute Layer

How we are building CadencIA as a distributed compute layer: WebGPU PWA, authenticated nodes, quota-governed hybrid routing and swarm memory.

May 26, 2026

Medical AI · 18 min

RADIA: AI Diagnostics in Fundoscopy & Ultrasound — From Retinoblastoma to Soft Tissue Sarcoma

How RADIA analyzes fundoscopy images and Doppler ultrasound with multimodal AI: multicentric retinoblastoma, papilledema, ischemic retinopathy, and hypervascular soft tissue masses.

April 16, 2026

Claude Code · 16 min

The Claude Code System Prompt: 30,000 Tokens of Instructions That Define an Engineering Agent

Complete analysis of the Claude Code system prompt: 30K+ tokens orchestrating tools, security and reasoning. Lessons applicable to any AI agent.

April 2, 2026

Claude Code · 16 min

Synapse Agents vs Claude Code Coordinator: Two Agent Orchestration Philosophies

Technical comparison between multi-agent orchestration in Synapse and the coordinator model in Claude Code. Sub-agents, task delegation and communication patterns.

April 3, 2026

Product · 18 min

SentryAI: White-Label Security Platform with Voice AI, GPS Tracking & K9 Management

How we built a complete security operations platform: 62 endpoints, real-time voice commands, proximity alerts with haversine, RAG chat and offline-first PWA — all white-label ready.

April 3, 2026

Architecture · 18 min

Claude Code vs Synapse Studio: Two Multi-Agent Orchestration Philosophies

A real technical comparison between Anthropic's CLI and the Cadences engine. Execution pipelines, permissions, hooks, context management and multi-agent coordination.

April 1, 2026

AI & ML · 14 min

RAG with LLM Enrichment: From Plain Text to Semantic Intelligence

How we improved our RAG chatbot accuracy by ~40% using HyDE (Hypothetical Document Embeddings), DeepSeek V3 enrichment and semantic metadata. Real implementation for under $0.05.

March 24, 2026

Product · 18 min

From Idea to Product: NutriNen Anatomy — AI, SEO & Native App with No Team

How to identify a market gap, validate it with 29 free SEO tools, build a chatbot with 33 function calling tools and package everything as a native Android app.

March 6, 2026

Engineering · 16 min

Edge-Native vs Traditional Cloud: A Practical Guide to Choosing Your AI Stack

Azure, AWS, GCP or Cloudflare Workers — the architecture patterns are the same. Service mapping, cost comparison, semantic search and when to choose each platform.

March 20, 2026

Architecture · 14 min

Parallel Execution on the Edge: Self-Fetch Chain and Unlimited Orchestration

How to run long-running multi-agent tasks on Cloudflare Workers without hitting time limits. Self-Fetch Chain pattern, timeout cascading and real parallel execution.

March 20, 2026

AI & ML · 15 min

Semantic Search & RAG: How Your AI Understands Before Answering

What are embeddings, how semantic search works and why RAG is the pattern that eliminates AI hallucinations. Real implementation with Vectorize, Workers AI and DeepSeek.

March 10, 2026

Engineering · 15 min

The Agentic SDLC Without Hype: Structure, Not Agent Count

Beyond the buzzword: what an AI agent-driven development lifecycle really needs to work in production. Real spec-driven approach, disciplined orchestration and Synapse Studio as a case study.

March 4, 2026

Security · 14 min

Security, GDPR & Compliance: How We Protect Every Byte

Turnstile, CSP, OAuth PKCE, per-tenant isolation, cookie consent, right to erasure and premium feature guards — Cadences multi-layer security explained.

February 19, 2026

Integrations · 14 min

Integrations and APIs: Connect Cadences with Everything

Google, Twilio, ElevenLabs, Stripe, WhatsApp, Cloudflare — how Cadences connects with 15+ external services through REST APIs, webhooks and OAuth flows.

February 5, 2026

Desktop Apps · 13 min

Desktop Apps with Electron: CadencesLab, Audio Hub & WhatsApp Agent

How we built 3 desktop apps with Electron: offline-first with IndexedDB, voice synthesis with ElevenLabs, WhatsApp automation with Playwright and cross-platform packaging.

January 22, 2026

Platform · 16 min

Synapse: The Data Brain of Your Business

Inside Synapse Studio — the central nervous system that organizes AI agents, tasks, events and context with gamification, leaderboards and autonomous execution.

January 8, 2026

AI & ML · 14 min

Conversational Voice AI: From Robotic IVRs to Natural Conversations

How Cadences connects Twilio, ElevenLabs and Durable Objects to create voice agents that maintain natural phone conversations in 28+ languages.

December 9, 2025

Architecture · 20 min

From Sensor to Earpiece: IoT Hub & Audio Hub as Desktop Agents Orchestrated by Cadences

Two Electron apps registering as agents in Cadences — IoT Hub (40+ sensors, MQTT, Serial, cameras with ffmpeg) and Audio Hub (Whisper STT, 5-engine TTS cascade, Bluetooth). The AI workflow decides if the action goes via earpiece, WhatsApp, phone call, email or SMS.

January 15, 2026

AI & ML · 22 min

ML Without Cloud: From Browser to Desktop with TensorFlow.js, ONNX & a Local OpenAI API

A complete ML pipeline without any server: TensorFlow.js in-browser, Transformers.js with ONNX in Electron, pure JS gradient descent, OpenAI-compatible /v1/ API on localhost, browser↔desktop sync and federated learning with differential privacy.

February 5, 2026

Platform · 20 min

React in cadences.app: Architecture of 80+ Components Without Abstraction Libraries

How we built a SPA with pure React 19: custom SVG workflow editor, schema-driven form system, data tables, 23 custom hooks and a 4,750-line persistence hook.

December 20, 2025

AI & ML · 14 min

AI Agents in Cadences: From Prompt to Autonomous System

How a simple text becomes an agent with personality, memory, tools and its own decision-making capacity. Agent library, scheduling and multi-provider execution.

November 14, 2025

Architecture · 15 min

Multi-Tenant Architecture: How Cadences Scales for Thousands of Organizations

Technical deep dive into Cadences edge-native architecture. D1 per organization, Durable Objects, total data isolation and cost model.

October 22, 2025

Workflows · 12 min

No-Code Automation: Workflows That Work for You

Design complex automation flows without writing a single line of code. Triggers, conditions, actions, webhooks and comparison with Zapier and Make.

September 30, 2025

CRM · 14 min

Intelligent CRM: AI-Powered Client Management

How Cadences transforms contact management with automatic enrichment, smart search, predictive deal scoring and AI-summarized timelines.

August 28, 2025

Platform · 12 min

Introduction to Cadences: The Platform that Unifies Your Business

Discover how Cadences integrates CRM, automation, AI and professional websites into a single platform. A complete guide to understanding the ecosystem.

May 12, 2025

AI & ML · 15 min

Generative AI at Work: From Theory to Real Practice

How to implement generative AI in your company without dying trying. Real use cases, automated workflows and the future of human-AI hybrid work.

June 18, 2025

Storefronts · 10 min

Storefronts Explained: Professional Websites with Superpowers

Understand what Cadences Storefronts are and why they're not "just a static website". CMS, CRM, integrated AI and on-demand recompilation.

July 24, 2025

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How do I set up a restaurant storefront?

Great question! To set up a restaurant storefront, follow these steps: 1. Clone the template from our repository 2. Configure your environment variables 3. Customize the menu and branding Would you like me to explain any step in detail?

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The Cadences knowledge hub

Introduction to AI Agents and Automation

From the desk

Your WhatsApp Never Sleeps: The Assistant That Replies, Transcribes and Sells For You

CadencIA: From Browser to Native Node as a Distributed Compute Layer

RADIA: AI Diagnostics in Fundoscopy & Ultrasound — From Retinoblastoma to Soft Tissue Sarcoma

The Claude Code System Prompt: 30,000 Tokens of Instructions That Define an Engineering Agent

Synapse Agents vs Claude Code Coordinator: Two Agent Orchestration Philosophies

SentryAI: White-Label Security Platform with Voice AI, GPS Tracking & K9 Management

Claude Code vs Synapse Studio: Two Multi-Agent Orchestration Philosophies

RAG with LLM Enrichment: From Plain Text to Semantic Intelligence

From Idea to Product: NutriNen Anatomy — AI, SEO & Native App with No Team

Edge-Native vs Traditional Cloud: A Practical Guide to Choosing Your AI Stack

Parallel Execution on the Edge: Self-Fetch Chain and Unlimited Orchestration

Semantic Search & RAG: How Your AI Understands Before Answering

The Agentic SDLC Without Hype: Structure, Not Agent Count

Security, GDPR & Compliance: How We Protect Every Byte

Integrations and APIs: Connect Cadences with Everything

Desktop Apps with Electron: CadencesLab, Audio Hub & WhatsApp Agent

Synapse: The Data Brain of Your Business

Conversational Voice AI: From Robotic IVRs to Natural Conversations

From Sensor to Earpiece: IoT Hub & Audio Hub as Desktop Agents Orchestrated by Cadences

ML Without Cloud: From Browser to Desktop with TensorFlow.js, ONNX & a Local OpenAI API

React in cadences.app: Architecture of 80+ Components Without Abstraction Libraries

AI Agents in Cadences: From Prompt to Autonomous System

Multi-Tenant Architecture: How Cadences Scales for Thousands of Organizations

No-Code Automation: Workflows That Work for You

Intelligent CRM: AI-Powered Client Management

Introduction to Cadences: The Platform that Unifies Your Business

Generative AI at Work: From Theory to Real Practice

Storefronts Explained: Professional Websites with Superpowers

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