Capital de Tokens
Ideas, analysis, and independent articles from the channel and its episodes.
Blog RSSUber and Palantir point toward the same idea: agents work better when they stop searching blindly and operate over structured context. Obsidian can be a surprisingly useful laboratory for prototyping that pattern.
Palantir Ontology models business objects, relationships, logic, and actions so applications and AI agents can work against an operational representation of the organization instead of isolated tables.
Uber's AI Context Graph connects more than 30 internal systems to cut wasteful agent search, while the company explores using execution traces to automatically improve agent skills.
A repository catalogs 27 open-weight models and variants aimed at pentesting, red teaming, and cybersecurity. More than a list of 'uncensored' LLMs, it reveals an important shift: small models with tool calling, long context, and agentic training are becoming components inside security harnesses.
Microsoft has given AG-UI a first-class .NET SDK. Starting from that foundation, we explore how Streamlit can connect to agents and how Codex fits through exec, the SDK, and App Server.
ZDR reduces prompt and response retention, but it does not replace identity, permission, data and tool controls. A practical guide to governing AI and agents without building a parallel bureaucracy.
Why cheaper tokens do not guarantee cheaper agents, how inference changes software margins, and which signals help separate a technological revolution from a financial bubble.
What SIM swapping is, why eSIM does not remove the risk, which protections T-Mobile offers, what to do after an incident, and how to reduce reliance on SMS codes.
A practical guide to apt update, apt list --upgradable, apt upgrade, full-upgrade and autoremove, and why compatibility depends more on Ubuntu and your repositories than on major/minor version numbers.
A reading guide to artificial intelligence from five complementary angles: technological risk, information networks, working with AI, system engineering, and the race around OpenAI.
Study Notebooks turns Gemini into an adaptive learning space: it diagnoses what you know, finds gaps, creates personalized lessons, quizzes you and updates the plan as you progress. Here is what is free, what higher plans add and what Google introduced in September 2026.
Microsoft is pushing workstation bootstrap toward a repeatable model: idempotent PowerShell for the full setup and WinGet Configuration + DSC for declarative workloads.
Capital de Tokens
