Tool-using agents and AI coding workflows: server-side authorization, budgets, and the boundaries that keep an autonomous action safe.
14 posts
AI agents can plan, use tools and complete multi-step tasks. Here is a plain-language explanation of how they work, where they help businesses today, and how to start without losing control.
Agentic Systems 4 min read
Define success, lack of progress, cancellation and escalation before running an agent, so repeated activity does not become an endless substitute for completion.
Agentic Systems 3 min read
Why I built an internal Agent Control Room with activity, findings, spend visibility and explicit human approval boundaries.
Agentic Systems 4 min read
Keep proposed actions, authorization, execution and confirmed outcomes distinct so an agent can explain what it intends to do and what actually happened.
Agentic Systems 3 min read
Connect the code reviewed, the code tested, and the artifact deployed so an AI-assisted workflow cannot confuse completed work with a safe release.
Agentic Systems 3 min read
A research agent should preserve where each claim came from, when it was observed and what remains uncertain as findings become summaries.
Agentic Systems 3 min read
Useful multi-agent work starts with independent tasks, bounded authority and an explicit merge decision, rather than adding more roles to the same problem.
Agentic Systems 3 min read
Treat model-generated tool calls as proposed actions. Validate permissions, scope, arguments, budgets, and approval at execution time.
Agentic Systems 3 min read
Tie approval to a concrete action, target, input version and lifetime, so an agent cannot carry permission from one proposal into a different operation.
Agentic Systems 3 min read
Design agent jobs around persisted decisions and accepted effects, so an interruption does not force the system to guess what already happened.
Agentic Systems 3 min read
Keep instructions found in documents, websites and tool results from becoming authority over an agent’s task, tools or destination choices.
Agentic Systems 3 min read
Treat agent memory as scoped evidence with a source and lifetime, so remembered preferences do not silently become current facts or permissions.
Agentic Systems 3 min read
