Vibe Coding Was Just the Beginning
Vibe coding may be the first visible form of a larger shift: from manual configuration to intent-driven engineering across software, workflows and processes.
Read article →What is shifting now
Market Signals
Current analysis of automation, AI agents, process tooling and the operating models around them. 17 articles.
20252026AIAI agentsAI engineeringAI governanceAI workspacesAtlassianAutomationBPMNBusiness ProcessesCamundaChatGPTConfluenceDMNJiraJob SearchRAGRovoagentic automationagentsagileaiautomation
AI Is Starting to Redesign the Business Process
Camunda's latest experiment suggests that AI is moving beyond performing workflow tasks and beginning to redesign executable processes around business outcomes.
Read article →You Don’t Need to Build the Engine to Drive the Car
AI work is starting to separate model-building from the skills needed to navigate models through real business processes — much as driving separated from car repair.
Read article →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.
Read article →Jira Is Becoming the Governance Layer for Enterprise AI Agents
Atlassian is turning Jira into a control layer for AI-agent work: assignment, permissions, human approval, escalation, and a durable execution record.
Read article →Compound Engineering: Daily Use of the Framework
A practical guide to running the Plan → Work → Assess → Codify loop every day, so your engineering process improves with each task.
Read article →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.
Read article →Agile Manifest for Vibe Coding: When AI Becomes Your Teammate
Agile Manifest for Vibe Coding: When AI Becomes Your Teammate
Read article →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.
Read article →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.
Read article →Agentic Automation: Unlocking the Next Era of Autonomous Business Operations
Discover what agentic automation is, how it’s transforming business operations in 2025, and why innovation leaders are paying close attention.
Read article →Process Mining and Predictive Automation: Unleashing the Next Wave of Business Efficiency
Explore how organizations use process mining and predictive automation to detect inefficiencies, anticipate problems, and continuously optimize operations.
Read article →The Future of Programming and the Role of Humans
Programming is evolving from writing code to expressing intentions. AI can generate systems, but humans remain responsible for meaning, verification, and direction. The future programmer is an architect of intentions and curator of quality.
Read article →Who Will AI Replace? Don’t Read Reports — Follow the Money
AI isn’t coming for your job because of a report. It’s coming because it’s cheaper, faster, and scalable — and it’s starting where the economics make sense.
Read article →AI in Job Search: The Game-Changer Candidates Need
Exploring how AI tools like ChatGPT, intelligent matching, and virtual interviewers are reshaping job hunting globally.
Read article →How AI is Changing Jira and Confluence: A Manager’s Guide
Discover how artificial intelligence is transforming Jira and Confluence into smarter, faster tools for teams—and how your company can benefit.
Read article →Stop Copy-Pasting into Chatbots: Smarter Ways to Use AI with Your Documents
Tired of pasting text into ChatGPT? Discover how to truly connect AI to your files and automate smarter work.
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