GuideHow to build a reliable text-to-SQL agent in production
What months of connecting AI agents to real company databases taught us: the production pitfalls, security, access rights, and when to build or buy.
Guide
ConceptsWhat is a forward deployed engineer (FDE)? Meaning and role
FDE meaning: a forward deployed engineer is a software engineer who works at the customer. Origins at Palantir, role, skills, salaries, versus consulting roles.
Concepts
ConceptsClaude Mythos: AI finds flaws faster than we can patch them
Claude Mythos and other AI models have flooded Mozilla, Bank of America and the Linux kernel with flaws to fix. What it costs, and why patching takes hours.
ConceptsWhy Anthropic replaced git with Scion (and what to take from it)
Anthropic swapped git for Scion to handle 30,000 merges a day, with AI agents as its main users. Why it happened, what Scion is worth and what comes after git.
GuideHow AI works: the 10 concepts to understand before you sign
Neural networks, tokens, training, fine-tuning, hallucination, LLMOps: the ten concepts that explain where your AI budget goes and where your dependency begins.
GuideEnterprise AI agents: use cases and real costs
Enterprise AI agents: the definition, what an agent can really do, the method that gets it into production, and what it actually costs.
GuideSaaS chatbot: product support, data, and AI actions
A chatbot built into a SaaS product cuts tickets, limits churn, and surfaces upsell opportunities. Product support, data, and actions: a guide by maturity level.
GuideGetting AI automation right: use as little AI as possible
What is AI automation? Benefits, examples, tasks worth automating, and key steps to do it right while using as little AI as possible in production.
Demo4:10Master your AI agents
Learn how to evaluate, improve and steer your AI agents for reliable answers.
Demo3:19MCP
Speed up tool integration into your agents with MCP.
GuideMCP (Model Context Protocol): definition and role in agentic AI
What is MCP in agentic AI? Definition of the Model Context Protocol, how it works, and how it relates to function calling, skills and MCP Apps.