Blog
Technical knowledge made accessible. Articles on AI, automation, development and the Cadences ecosystem.
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.
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.
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.
Semantic Search & RAG: How Your AI Understands Before Answering
What embeddings are, how semantic search works, and why RAG is the pattern that eliminates AI hallucinations. Real implementation with Vectorize, Workers AI and DeepSeek.
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.
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.
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.
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.
ML Without Cloud: From Browser to Desktop with TensorFlow.js, ONNX and a Local OpenAI API
A complete ML pipeline without a server: TensorFlow.js in-browser, Transformers.js with ONNX in Electron, pure JS gradient descent, OpenAI-compatible localhost API, browser↔desktop sync and federated learning.
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.
From Sensor to Headset: IoT Hub & Audio Hub as Desktop Agents Orchestrated by Cadences
Two Electron apps that register as agents in Cadences — IoT Hub (40+ sensors, MQTT, Serial, cameras with ffmpeg) and Audio Hub (Whisper STT, 5-engine TTS cascade, Bluetooth).
Synapse: Your Business Data Brain
Inside Synapse Studio — the central nervous system that organizes AI agents, tasks, events and context with gamification, leaderboards and autonomous execution.
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.
Conversational Voice AI: From Robotic IVRs to Natural Conversations
How Cadences connects Twilio, ElevenLabs and Durable Objects to create voice agents that hold natural phone conversations in 28+ languages.
AI Agents in Cadences: From Prompt to Autonomous System
How a simple text becomes an agent with personality, memory, tools, and the ability to make decisions on its own. Agent library, scheduling and multi-provider execution.
Multi-Tenant Architecture: How Cadences Scales for Thousands of Organizations
A technical deep dive into Cadences' edge-native architecture. D1 per organization, Durable Objects, total data isolation and cost model.
No-Code Automation: Workflows that Work for You
Design complex automation flows without writing a single line of code. Triggers, conditions, actions, webhooks and how it compares to Zapier and Make.
Intelligent CRM: AI-Powered Client Management
How Cadences transforms contact management with automatic enrichment, smart search, predictive deal scoring and AI-powered activity timelines.
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.
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.
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.