Automation & Agentic Workflows
My Personal AI Agent Became My Development Harness
I used a personal agent for errands, then shipped code with it from WhatsApp. What changed was not the tool. It was what I asked it to do.
Become an agentic company
Our articles help existing companies move to agentic work. Start with one workflow, rethink roles and training, then build and test the systems that support the change.
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Automation & Agentic Workflows
Agent workflow design, human-on-the-loop orchestration, and ROI models for automating real operations.
1 article
Memory & Company Brain
Context engines, permission-aware retrieval, company brains, and memory layers for enterprise agents.
3 articles
Security & Governance
RBAC for agents, data-leakage prevention, auditing, and compliance for enterprise AI.
4 articles
Agent Protocols & Interoperability
MCP, A2A, tool integration, and multi-agent routing patterns that connect agents to your systems.
1 article
Observability & Evaluations
Tracing, evaluations, guardrails, and reliability data for agents in production.
2 articles
Platforms, Tools & Reviews
Scored product reviews, head-to-head comparisons, and ranked roundups of the agent stack.
1 article
Cost, Latency & Model Routing
Token spend, cost-per-outcome, latency budgets, and model routing decisions.
2 articles
AI-First Operations
Org design, rollout, process change, and adoption for becoming an AI-first company.
4 articles
Recent articles
Security & Governance
Personal AI Assistant for Work and Personal Life
One assistant for work and life leaks. Two disconnected ones underperform. A scoped bridge between them is the fix worth building.
Memory & Company Brain
Team Memory for AI Agents: What to Share, What to Verify
My approach to shared AI memory: separate private context, team decisions and live facts, then choose tools that make mistakes easier to correct.
Security & Governance
Human-in-the-Loop AI Approval That Actually Binds
Connect human review to the exact action an agent executes. Test approval binding, then design the interface for attention rather than rubber-stamping.
AI-First Operations
How to Transition an Existing Company to Agentic AI
A practical transition plan for existing companies: redesign roles, train managers and employees, choose an org chart, and make hiring and redeployment calls.
AI-First Operations
AI Workslop Is an Org Design Problem
AI workslop passes the cost of unfinished work to the next person. Give teams end-to-end ownership and managers enforceable standards to stop it.