OpenClaw's Long-Running Gateway: Continuity Does Not Mean One Shared Session
Suppose one company runs two Telegram bots: one serves European customers, one serves American customers. Both bots hand messages to the same …
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AI Skills & Engineering
Tools, agents, and engineering practice
n8n's Deterministic Exoskeleton: Why Queues and Workers Do Not Guarantee Exactly-Once Side Effects
The previous article, the n8n primer , already started from Manual Trigger → Edit Fields → IF and covered Growth OS, constrained Agents, human …
Pi by Subtraction: What the Minimal Agent Kernel Keeps and Who Takes Responsibility
By default Pi hands the model only four tools: read, bash, edit, write. It has no built-in Plan Mode, Todo, MCP, subagent, permission popup or …
Claude Tag Deep Dive: From Shared Slack AI to an Organizational Agent Runtime
Calling Claude Tag a Slack bot misses its most consequential product decision. It turns a channel into a place where an agent can be authorized, …
Common Sense Is Not the Mechanism: Rebuilding Industries Around Demand, Constraints, and Scarcity
“Is common sense the same as the mechanism underneath?” That was where I got stuck while testing ideas across several industries. I had also …
Forgetting Is Harder Than Remembering: Why a Living System Must Know When to Let Go
This piece is a thought experiment conducted through simulated interviews from the perspectives of cognitive neuroscience and AI memory …
Growth & Life
Growth, reflection, and lived experience
The Opposite of Freedom Isn’t Constraint-It’s the Defaults That Live Your Day for You
This piece is a thought experiment in simulated interviews. The respondents are synthesized from existential philosophy and behavior design …
A Second Brain Preserves Your Decision Function
I had only asked my second brain to organize the thoughts of a friend. It placed scattered notes in order by time, theme, and cause, then tried to …
When Generation Becomes Infinite, Authentic Experiences Begin to Command Value
This piece is a thought experiment in simulated interviews. The interviewees are synthesized from field anthropology and documentary practice …
Risk Preference Isn't About Enjoying Danger: What Truly Enables Taking a Bet
This piece is a thought experiment in the form of a simulated interview. Its two fictional voices combine perspectives from behavioral decision …
The Cost of Observation: Why the More You Understand, the Harder It Is to Enter Life
This piece presents a thought experiment in simulated dialogue. The respondents are synthesized from phenomenological and psychotherapeutic …
Creators Don’t Lack Applause-They Lack an Accurate Witness
This piece is a thought experiment conducted through simulated interviews. The interviewees are composed of social psychology, editorial practice, …
