In Simple terms: a Searchable Database that stores MEANING – Not Keywords. A production retrieval pipeline — Telegram capture, LLM-based extraction, vector embeddings, and an MCP server sitting in front of Supabase/pgvector — queryable in plain language from Claude, ChatGPT, or any MCP-compatible client. Every proof point in this document was run live against the […]
A production pipeline I designed, built, and have run solo for over 12 months. One Telegram message — voice or text, English or Spanish — routes through Whisper and GPT with a context-injected system prompt, and lands as a structured, owned, deadlined row on my master board. Prompt engineering, strict JSON schema, multi-branch Make.com orchestration.
LLM Workflow Automation — One Capture Point, Zero Dropped Tasks Read More »
A Case Study: Zero-entry expense capture — an agentic workflow built in Google Workspace Studio + Gemini ABSTRACT Cara Mía Theatre runs half a dozen programs at once — Latinidades Festival , shows, summer camp, educational residencies, and more — and every one of them generates its own steady stream of receipts and invoices. This
Fixing Bookkeeping with AI Read More »
The Alignment System: Why You Don’t Need Time Management — You Need Internal Alignment A new framework for entrepreneurs, operators, and creators who feel internal resistance when they sit down to do the work that matters most. TL;DR — The Alignment System is a personal execution framework I developed after two years and 300+ pages
The Alignment System: Why You Don’t Need Time Management — You Need Internal Alignment Read More »
The Rat Brain of Project Management: A Simple System for Real Execution If you had to teach project management to something that could only understand the basics—no abstractions, no complexity—what would remain? Three things: Why Simplification Wins The concept is loosely inspired by behaviorist thinking, especially researchers like B. F. Skinner, who explored how behavior
The Rat Brain of Project Management Read More »
All History is Narrative, but not All Narratives are History… –A Short Essay on the Differences and Importance of History over Ideological or Self-Aggrandizing Narratives. by Gabriel Bautista Written on July 13, 2020 – Edited December 29 2024 The Historian is not a scientist nor a Philosopher, he is neither an artist nor a novelist.
All History is Narrative, but not All Narratives are History… Read More »
What does it mean to “short” a stock? What are the implications of GameStop’s Short squeeze? The Entrepreneur’s Perspective TL;DR– Short selling is a legal way to bet a stock will fall– A short squeeze happens when rising prices force short sellers to buy– GameStop revealed how retail coordination can move markets In early
Go to Amazon and Get a Copy of “Remote Work for a Better World” The 3 Stages of Remote Work: From Individual Productivity to Fully Distributed Companies Remote work didn’t just arrive overnight. It accelerated a trajectory that had been forming for decades. What most people miss is that remote work is not a single
Step 1: Remote Work Step 2: Virtualization Step 3: Distributed Company Read More »
Why Some Still Haven’t Figured Out Remote Work (And Why This Moment Changes Everything) The world doesn’t usually change overnight. But sometimes it does. In just a matter of days, work, travel, supply chains, and social interaction shifted simultaneously. This is not a moment to panic—and it’s definitely not a moment to wait and “see
Why Some Still Haven’t Figured Out Remote Work Read More »
Why Most MLM Business Models Collapse (It Comes Down to One Metric) Multi-level marketing (MLM) is one of those topics that immediately creates controversy. Every time I talk about it, people message me, comment, and push back hard. So instead of arguing emotionally, let’s talk about this like adults.Let’s talk about business mechanics. Because when
Why the MLM Business Model is Unsustainable. Read More »
Time, Capital, and the Modern Business System One of the biggest misunderstandings about modern business is the relationship between time, growth, and profitability. Most people assume businesses either make money or they don’t. In reality, profitability is often delayed by design, not by incompetence. The modern business environment is brutally competitive. Starting a business and
Profitability – Growth – Time. The Modern Business Cycle. Read More »
EDIT (the above video recorded before 2020! ) – Still, Here is What works for me instead of New Year’s Resolutions. Every year, people ask the same question: What are your goals for next year? I don’t answer it that way anymore. Not because goals are bad—but because most people ask the question too late
New Year’s Realizations. Instead of New Year’s Resolutions Read More »
The Banana, Creativity, and the Mistake We Make When We Judge Art A banana taped to a wall sold for a six-figure price.Another artist later ate the banana, documented the act, and turned that into a second artwork. Predictably, most reactions focused on outrage or ridicule. But the banana itself isn’t the real subject here.
Decision Fatigue and Positioning: Why Being the Easy Choice Matters In this video, we’re exploring the relationship between decision fatigue and positioning, two concepts that are rarely discussed together but are deeply connected. At a high level, positioning is about choices that have already been made. Decision fatigue explains why those pre-made choices are so
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Incomplete Narratives: Why the Brain Needs Stories (and Why They Can Mislead Us) Why Narratives Matter More Than Facts Human beings do not experience reality as a list of isolated facts. We experience reality as stories. This is not a cultural preference or a literary habit—it’s a cognitive necessity. The brain is not optimized to
Where are all the Toxic People At? Incomplete Narratives and the its Dangers. Read More »
