/blog · playbook notes

Notes from the workshop floor.

Slow, careful posts on what we've learned shipping AI-native apps.

From GPT-6 Astra to Rust CUDA: The New Stack for Agentic Enterprise AI

AI is moving beyond question-answering toward systems that complete multi-step tasks. The emerging stack combines autonomous agents, search, computer use, model routing, scalable databases, specialized hardware, and stronger security controls.

Sep 9, 2026Read

5 min

From Claude Code to Desktop Agents: Building the Infrastructure for Operational AI

AI is moving beyond chat interfaces and isolated code suggestions. The emerging focus is operational: agents that modify repositories, control desktop applications, run tests, manage business workflows, and connect models to specialized software.

Sep 8, 2026Read

5 min

From Indian-Language Models to Enterprise Agents: The New AI Deployment Stack

AI is moving beyond chat interfaces and autocomplete. The most important developments now involve systems that can operate software, delegate subtasks, run locally on constrained hardware, and support specialized enterprise workflows.

Sep 7, 2026Read

5 min

From AI Media Studios to Sandboxed Agents: The Infrastructure Behind Enterprise AI

AI is moving beyond chat interfaces and isolated assistance. The emerging systems can produce marketing videos, modify software, reason over enterprise relationships, generate structured 3D assets, and run locally on consumer hardware.

Sep 6, 2026Read

5 min

GPT-6 Astra Pushes AI Toward Autonomous Software, 3D Creation, and Safer Agent Infrastructure

The arrival of GPT-6 Astra marks a shift in how AI systems are evaluated. The central question is no longer whether a model can produce convincing text or isolated code. It is whether an agent can work for extended periods, operate software, test its own output, and deliver a complete interactive product.

Sep 5, 2026Read

5 min

From Reliable Agent Loops to Autonomous Commerce: The New Enterprise AI Stack

AI systems are moving beyond conversational assistance. The most important progress is happening where models can use tools, maintain state, operate software, and complete multi-step workflows.

Sep 4, 2026Read

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