real-world-ai
Deep Dives and Frameworks
Implementation playbooks, operator patterns, and durable analysis.
Signals, Maps, and Watch Lists
Production-oriented analysis, benchmarks, and market/system intelligence.
External tools
Execution tooling is separate
Swarm Signal keeps the analysis layer. Use BoredTools for reusable production templates and trackers.
AI Agent ROI: What Successful Pilots Do Differently
▶️ LISTEN TO THIS ARTICLE Your browser does not support the audio element. Only a small minority of AI agent pilots in some secondary analyses hit their ROI targets. That framing comes from Composio's 2025 analysis of AI project outcomes, which describes a large gap between pilots started, pilots
Deploying AI Agents to Production: What Actually Works
Only 5.2% of engineering teams have AI agents live in production. This guide covers the infrastructure, reliability, and cost management patterns that separate working deployments from abandoned prototypes.
The True Cost of Running AI Agents in Production
Raw API pricing is 30-50% of total agent cost. This guide breaks down where the money actually goes, from orchestration overhead to the Jevons paradox, and how to cut spend without cutting capability.
Obsidian's CLI Turns Your Second Brain Into an API
Obsidian 1.12 ships an official CLI with 100+ commands. Here's what works, what breaks, and why AI developers should care.