Ecosystem Map

Catalogue Contents

It's not a list -- it's a journey. Each content is a node of a network leading from mindset ed result, crossing the method, its application in Salesforce and support in production.

Mentality

Foundation

Principles of systemic thinking and knowledge management — the starting point before any tool.

Test · Knowledge management

Navigating in Complexity

The Cynefin Framework and the end of best practices: how to lead innovation and emerging processes in complex environments.

Access content → Presentation · Agentic engineering

Vibe Coding with Devin

Agentic engineering in practice: Devin as an executor of engineering tasks, from intent to code.

Concrete Executor in the Salesforce Ecosystem Access content → Article · Decision

Problem Formulation

Formular is reduction engineering of uncertainty — and needs to stop: six uncertainties, six states of knowledge, Stopped and the hyper-resolution penaltyr.

Access content → Article · Education and AI

Capacity Before Access

Teacher competence, mediation pedagogical and governance of the IA generative in early childhood and fundamental education — need, sufficiency and conditionality put to the test.

Access content → Test · Technical mastery

The Invisible Artificer

The paradox of technical mastery: why sophistication becomes invisible burden — and how to regain the sovereignty of its craft.

Access content → Test · Learning and AI

Curiosity and Research

Information is not knowledge, access is not understanding, recognizing is not mastering: how to transform curiosity into research using AI as a bench, not as an oracle.

Access content → Scientific Review · Learning

The Self-regulated Learning Cycle

From the summary to the new question: science proves about recovery, spacing and self-explanation, with protocol of 45–60 minutes and study record.

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The Method

Engineering Trust

From intention to reliable agency execution — the discipline-bridge that turns mentality into method.

Overview · Executive and technical

Auditable AI architecture

GraphRAG, Spec-Driven Development and DevOps Salesforce in two readings of the same truth: the executive, measure in risk and return; engineering, in coverage and latency.

Choose perspective → Journey · 4 modules

Trust Engineering

Intention to Genetic Execution: four modules that connect Reverse Engineering, Agent Engineering and Vibe Coding — chaos of AI-as-magic to the governance of AI-as-engineering.

Start the journey → Interactive material · AI architecture

AI Agent Engineering

The ten principles that make reliable AI systems: little AI on critical path, contracts, FinOps and governance Agent-driven.

AI agents applied to SocialSelling Access content → Article · Genetic Engineering

Deterministic Grounding

How to anchor context, restrict actions and validate agent changes in software without confusing a green result with global correction.

Access content → Simulator · FinOps of AI

Operation Cognitive Capital

IA FinOps Executive Simulator: investigate the hidden invoice and deduct the Userful Intelligence per Dollar framework (UI/$) advocating decisions before a dynamic Council.

It implements Agents' AI FinOps Access content → Tutorial · Web Standards

Agent Ready

How to make a website readable, findable and usable by AI agents: Link headers, Markdown negotiated, Content Signals, API Catalog, MCP and Agent Skills — with the actual code of this domain.

Access content → Case · AI agents

Case Agents

Queries routing and secure selection of tools in a banking agent: 4-layer pre-execution barrier and Silent Crash control.

Access content → Presentation · Knowledge management

Knowledge OS Enterprise

The Knowledge System It Gives traceability and security to AI: faster decisions without losing control.

Grounds Reverse Engineering Access content → Study · Platform Architecture

Agentic Digital Workplace

As a corporate portal evolves from a list of links to a platform that solves intentions: five stages of maturity, layer architecture, AG-UI, delegated identity, governed knowledge and roadmap.

Access content → Case · Accessibility

Accessibility as an engineering requirement

How the A11Y.md got into development of this site with AI agents: the real flow, diffs, the ratchet that only let the debt fall and what has not yet been verified.

Access content → Test · Requirements engineering

Structured Conversational Specification

A workflow proposed to use AI in the elicitation of requirements under human authority, with traceable differences between documentation, testing and code — and what has not yet been evaluated.

Access content →

Application