Agent systems
I Open-Sourced an MCP Server for Job Discovery
JobScout gives AI agents one clean, read-only pool of job listings while keeping CVs, candidate ranking and applications outside the public infrastructure.
Ideas I am testing in public.
Full-length published writing on agents, AI markets, adoption, knowledge systems, and the practical work of building in new categories.
Showing 10 articles.
Knowledge systems
I’m Turning My Obsidian Vault Into Shared Memory for AI Agents
Chat context disappears. A well-maintained vault gives coding agents and autonomous teams somewhere durable to think, remember, and build.
Agent systems
Agentic Trading Crosses the Permission Threshold
The important milestone is not the average balance. It is that a regulated broker let software act with real money on behalf of 100,000 retail users.
AI markets
Recursive Self-Improvement and the Fine Art of Selling the Future
AI can be overhyped and still transformative. The useful work sits between automatic belief and automatic dismissal.
AI adoption
Manus Is the Easy On-Ramp to Practical Agents
Time to first useful workflow matters. Agent products will broaden adoption when they reduce setup without hiding consequential permissions.
Knowledge systems
Obsidian Multi-Brain Management
Why a solo operator should spend real time on filing and syncing systems.
AI adoption
The Agent Deployer Role Splits by Department
Deploying agents is becoming a domain role. The person who understands the workflow, risks, and quality bar may matter more than the person with the fanciest prompt.
Knowledge systems
Turning Ephemeral LLM Chats Into Durable Vault Notes
A useful AI conversation should not disappear into chat history. A small capture workflow can turn it into searchable, connected working memory.
AI markets
I Asked 4 LLMs if OpenAI Is Cooked. Here Is What They Said.
Four frontier models assessed OpenAI’s market position, competitive threats, and three-to-five-year outlook. Their convergence was the most interesting result.
AI markets
Is It Really the Jobs Apocalypse, or Is It Something Else?
AI is changing work, but it is also becoming a convenient explanation for layoffs, overhiring, weak projects, and decisions markets reward.
