Learnings from real engagements
Case studies, frameworks, and operational playbooks from building modular growth systems
Frameworks & Playbooks
Nov 29, 2025
Treasury OS with Drift + Hummingbot
Automate hedging and liquidity workflows using Drift Protocol, Hummingbot, and Grafana-based monitoring.
Frameworks & Playbooks
Nov 29, 2025
Vercel for Stateful AI Agents
Open-source platform to deploy AI agents with persistent memory and automatic recovery.
Frameworks & Playbooks
Nov 29, 2025
Partner Portal Supabase + Next Auth
Modular partner portal built with Supabase, Row Level Security, and living enablement guides.
Frameworks & Playbooks
Nov 29, 2025
Pica: Agentic Infrastructure in Rust
Open-source Rust runtime for AI agents with extreme performance and reliability.
Frameworks & Playbooks
Nov 29, 2025
Privacy Layer for Experimentation
Arquitectura para cumplir AI Act/SOC2 sin frenar growth experiments en Next.js + Supabase.
Frameworks & Playbooks
Nov 29, 2025
Prompt Ops Control Plane
Framework para versionar prompts, contratos y guardrails usando LangChain + Supabase + PostHog.
Frameworks & Playbooks
Nov 29, 2025
n8n Mission-Critical Automation Kit
Plantillas y monitoreo para flujos de revenue sensibles construidos con n8n, Attio y Slack.
Frameworks & Playbooks
Nov 29, 2025
Federated App Store for Self-Hosted AI Agents
Apache-2.0 platform for discovering and running self-hosted AI agents with isolated containers and hybrid cloud/local control.
Frameworks & Playbooks
Nov 29, 2025
Geniusrise: Framework for AI Agent Networks
Open-source framework for building reusable AI agent ecosystems.
Frameworks & Playbooks
Nov 29, 2025
Human-in-the-Loop API para Sistemas IA
API que permite a agentes IA solicitar aprobación humana o tratarlos como herramientas dentro del flujo.
Frameworks & Playbooks
Nov 29, 2025
Kanto.ai: Agente Infra SOC2 Ready
Agente IA orientado a infraestructura con cumplimiento SOC 2 listo para producción.
Frameworks & Playbooks
Nov 29, 2025
Launch Council Metrics Playbook
How we measure readiness, SLO adherence, and QA health in a monthly council using Linear, Notion, and Slack.
Frameworks & Playbooks
Nov 29, 2025
Design Tokens para Dark Mode y Multi-idioma
Playbook para expandir Brand/Web OS con tokens que soporten dark mode y 5 idiomas clave.
Frameworks & Playbooks
Nov 29, 2025
DevOpsAgent ChatOps for Cloud Deployments
AI agent that automates IaC, cost optimization, and multi-cloud deployments through a ChatOps interface.
Frameworks & Playbooks
Nov 29, 2025
DuckDB Growth Warehouse
How to build a portable warehouse with DuckDB + dbt + Metabase for growth teams.
Frameworks & Playbooks
Nov 29, 2025
Agentes IA para Ingeniería y Debugging
Colección open-source de agentes IA para depuración, diseño de bajo nivel y flujos dev.
Frameworks & Playbooks
Nov 29, 2025
Attio + HubSpot Dual CRM OS
How to orchestrate parallel pipelines between Attio and HubSpot without breaking reporting or data contracts.
Frameworks & Playbooks
Nov 29, 2025
Commerce OS Localization Pipeline
Configure headless multi-market catalogs with Next.js, Commerce Layer, and automated localization pipelines.
AI & Automation
Nov 1, 2025
Fintech Launch System
How a regulated fintech platform achieved 10× faster time-to-market with a composable digital operating system.
AI & Automation
Oct 1, 2025
Retail Automation Platform
How an omnichannel retailer improved ad efficiency by 47% through creative automation and LTV-driven audiences.
AI & Automation
Sep 1, 2025
AI CRM Migration
A B2B SaaS team tripled engagement by migrating CRM data, layering ML scoring, and orchestrating AI-assisted nurture journeys.
Tech & Architecture
Aug 1, 2025
Modular Growth Stacks
A practical framework for building digital operating systems that scale with your company.
AI & Automation
Jul 1, 2025
AI Automation Playbook
Practical guidance for designing AI workflows that ship value and stay compliant.
Frameworks & Playbooks
Jun 1, 2025
Performance Budgets for the Modern Web
A handbook for keeping Core Web Vitals green across complex marketing and product surfaces.
Frameworks & Playbooks
May 1, 2025
Commerce OS Blueprint
Designing a headless commerce stack that balances storytelling, conversion, and operational efficiency.
Frameworks & Playbooks
Apr 1, 2025
Brand OS Systems
How living design systems accelerate marketing, product, and AI-assisted content ops.
Growth & Marketing
Mar 1, 2025
Growth Ops Squad Model
Structuring cross-functional squads that can ship brand, web, and automation improvements every sprint.
Frameworks & Playbooks
Feb 20, 2025
Shopify Headless with Next.js 15 and Edge Rendering
How we rebuilt a Shopify Plus storefront on Next.js 15 with edge rendering, modular CMS, and observability baked in.
Growth & Marketing
Feb 14, 2025
How We Orchestrated a Modular Marketing Stack in 2025
Engineering playbook for building a composable marketing stack with a warehouse core, swappable modules, and weekly release trains.
AI & Automation
Feb 10, 2025
Automating Funnels with n8n Without Torching the CRM
Went from 40 manual hours to two hours a week by orchestrating scoring, nurtures and alerts inside n8n.
Growth & Marketing
Feb 6, 2025
Cutting CAC with Conscious Data Activation
I connected warehouse, ads and nurtures to reduce CAC by 42% without more budget.
AI & Automation
Feb 5, 2025
AI Lead Qualification Copilot
My copilot mixes LLMs, enrichment and scoring to answer leads in 90 seconds.
AI & Automation
Feb 1, 2025
AI Support Automation
How a healthtech scale-up reduced resolution time by 52% with AI triage, knowledge search, and agent copilots.
Tech & Architecture
Jan 28, 2025
Why I Only Push Headless When It Hurts (and Pays)
Lessons from migrating DTC brands to headless architectures without burning the team.
AI & Automation
Jan 26, 2025
Attio Migration Playbook
Checklists and scripts I used to move 120k records from HubSpot to Attio without downtime.
Frameworks & Playbooks
Jan 24, 2025
Modular Design Systems for Scaleups
How I built a multi-brand design system that serves marketing and product without duplicating components.
Data & Analytics
Jan 22, 2025
Observability for RevOps Analytics
Monitoring freshness, volume and logic of RevOps models so sales never finds out first.
Data & Analytics
Jan 22, 2025
From Spreadsheets to Living Dashboards in 21 Days
How I transformed the CEO's spreadsheets into self-serve dashboards.
AI & Automation
Jan 20, 2025
Turn PostHog into a Mini CDP
I use PostHog, Kafka and Resend to activate audiences without a six-figure CDP.
Frameworks & Playbooks
Jan 18, 2025
Partner Portal in 3 Weeks with Next.js + Supabase
Blueprint for launching a partner portal with auth, shared deals and automatic notifications.
AI & Automation
Jan 16, 2025
Sales Copilot: Gong, Notion and Resend in One Panel
I built a copilot that summarizes calls, updates the deal and drafts ready-to-send follow-ups.
Growth & Marketing
Jan 14, 2025
Growth Sprints in 30 Days to Launch Marsala OS
My four-week methodology for going from discovery to modular system in production.
AI & Automation
Jan 12, 2025
Lead Routing with n8n + Attio
Routing leads based on actual capacity, specialization and timezone—no spreadsheets hidden in someone's desk.
AI & Automation
Jan 10, 2025
Customer Journeys Orchestrated with Resend + Segment
I designed modular journeys that accompany onboarding, adoption and expansion.
AI & Automation
Jan 8, 2025
Product Qualified Leads System with Snowflake + Hightouch
I detect PQLs inside the product and hand them to sales in under 30 minutes.
AI & Automation
Jan 6, 2025
AI Ops War Room: Live Control Board for Operations
I built a war room that blends metrics, alerts and AI assistants to react in minutes.
Frameworks & Playbooks
Jan 4, 2025
Go-to-Market Ops Handoff Without Losing Context
My framework for handing growth initiatives to operations without killing momentum.
Frameworks & Playbooks
Jan 2, 2025
Figma to Production Without Friction
How I connect Figma, Storybook and Next.js to ship UI with zero surprises.
Data & Analytics
Jan 1, 2025
Data Trust Framework
Creating a data governance layer that balances velocity with compliance across marketing and product.
Data & Analytics
Dec 30, 2024
Merging CRMs: HubSpot + Attio Without Losing History
How I unified two CRMs and rebuilt the pipeline in a single trustworthy view.
Frameworks & Playbooks
Dec 27, 2024
Modular Brand Library with Tokens and Version Control
I organized brand assets as if they were code: tokens, releases and visual QA.
AI & Automation
Dec 23, 2024
Prompt Ops for Growth: How I Version Prompts
My system for versioning prompts, monitoring outputs and avoiding hallucinations in growth flows.
Frameworks & Playbooks
Dec 20, 2024
Next.js Performance Audits Without the Drama
The checklist I follow to keep Core Web Vitals green across complex Next.js properties.
Data & Analytics
Dec 18, 2024
Privacy Layer for Growth Teams
I built a privacy layer that lets us experiment without scaring legal.
Frameworks & Playbooks
Dec 16, 2024
Launch Readiness Runbook for Calm Releases
My scorecard to know if a launch is truly ready.
Frameworks & Playbooks
Dec 13, 2024
Feature Flags with PostHog Without Breaking Prod
How I manage flags, experiments and cohorts directly inside PostHog.
Data & Analytics
Dec 11, 2024
Segment-to-Warehouse Governance
My framework so Segment and the warehouse speak the same language.
AI & Automation
Dec 9, 2024
Automation SRE for RevOps
Treating RevOps automations like services with SRE discipline and SLAs.
Data & Analytics
Dec 6, 2024
Data Quality Fire Drills for Growth Teams
I run data fire drills so nobody panics when a real incident hits.
AI & Automation
Dec 4, 2024
Localized Content Factory Without Losing Voice
I automated translations and regional QA without sacrificing tone.
Frameworks & Playbooks
Dec 2, 2024
Partner Enablement Ops with Actionable Playbooks
I built a partner enablement program that keeps itself up to date.
Frameworks & Playbooks
Dec 1, 2024
DevOps Observability Playbook
Embedding observability into front-of-house sites so growth teams spot issues before users do.
AI & Automation
Nov 28, 2024
AI Sales Desk Notebook with Unified Context
I built an interactive notebook so sales reps get every piece of context in one place.
Frameworks & Playbooks
Nov 25, 2024
Guardrails for a Marketing CMS in Production
How I let marketing edit freely without breaking the site or SEO.
Growth & Marketing
Nov 22, 2024
Experimentation Rituals That Actually Scale
Rituals, tooling, and accountability loops that let our teams ship four experiments every sprint without chaos.
AI & Automation
Nov 20, 2024
AI Support Sandbox for Regulated Teams
How we deployed AI-powered support in healthtech without breaking compliance by using a controlled sandbox.
Frameworks & Playbooks
Nov 18, 2024
Product Ops Roadmap Council: How We Keep GTM and Engineering Aligned
Process blueprint for a monthly roadmap council that balances growth bets, engineering capacity, and operational readiness.
AI & Automation
Nov 15, 2024
Modular Messaging Workflows with Resend and React Email
Engineering guide for building a reusable email system with componentized templates, automated QA, and workflow orchestration.
Data & Analytics
Nov 1, 2024
Modular Experimentation Engine
How a B2B marketplace launched a reusable experimentation stack to scale test velocity by 4×.
AI & Automation
Oct 1, 2024
Content OS Localization
Automating multilingual content pipelines without sacrificing brand fidelity.
AI & Automation
Sep 1, 2024
Ads OS Bid Automation
Designing automated bidding strategies that adapt to market signals in real time.
AI & Automation
Aug 1, 2024
AI Governance Toolkit
Implementing transparent, auditable AI practices across marketing, revenue, and operations teams.
Frameworks & Playbooks
Jul 1, 2024
Launch Readiness Scorecard
A reusable scorecard to assess whether your digital launch is technically and operationally ready.