Jira Workflows vs AI Agents: Eight Processes That Moved On
A practitioner's analysis of business processes that lived in Jira Workflows but now belong to AI agents — and why the shift was inevitable.
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From Chatbot to AI Workspace: The Emerging Problem of Context Management
The next competitive advantage in AI may not be a larger model. It may be the ability to decide what the model sees, what it can do, and what counts as done.
Three editorial lenses
One field. Three useful distances.
The site separates personal experience, current market movement and historical reconstruction so readers always know what kind of evidence they are looking at.
01 / Practice
Field Notes
Lessons from implementations, architecture reviews and the daily reality of changing work.
Read Field Notes →02 / NowMarket Signals
Regular analysis of automation vendors, AI agents, process tooling and operating models.
Read Market Signals →03 / ThenTime Machine
History written in period perspective, clearly labeled as reconstruction and connected to today.
Enter Time Machine →The long view
Six decades of process ambition.
The technology changes names; the organizational trade-offs repeat. Read the field as one continuous conversation.
1960sOffice automation
1990sProcess reengineering
2010sRPA at scale
2020sHyperautomation
NowAI agents
Practice and memory
Earlier work, still useful.
Field Notes and Time Machine pieces provide the experience and perspective behind today’s signals.
From Jira to AI Ecosystems
A personal perspective on the shift from classic workflow management tools to today's AI-powered automation and collaboration platforms.
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Vibe Coding Tools — October 2025 Deep Dive
Uncover how Vibe’s latest suite of coding tools is shaping AI-powered development and boosting productivity for modern businesses.
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