Engineering & Automation Log
Practical strategies and technical blueprints on full-stack architecture, workflow automations, and scaling software systems.
GitHub Copilot v1.110 in VS Code: Agents Get Longer Legs, Guardrails, and a Browser They Can Drive
The shift: agents stop being “one prompt, one answer”GitHub is explicitly saying this release makes agents practical for longer-running, mor...
New Relic Agentic Platform: AI Observability Agents That Catch Incidents Before Your Customers Do
The shift: dashboards are dead, agents are the new on-callObservability used to be “collect logs and stare at graphs.” That worked when syst...
OpenAI Frontier: The Enterprise Agent Platform That Turns “AI Demos” Into Real Operations
The shift: enterprise AI stops being a toy layerFrontier is OpenAI’s new enterprise platform for building, deploying, and managing AI agents...
Agents in Jira: Atlassian Just Turned Project Management Into a Human-AI Work Queue
The shift: agents stop being assistants and become assigneesThis is the real change. Most AI tools still act like glorified copilots: sugges...
Claude Cowork Expands Into Excel, PowerPoint, WordPress, and DocuSign: AI Stops Being a Tab and Starts Becoming the Workflow
The real shift: AI is moving from “assistant” to “embedded operator”Anthropic has announced major updates to Claude Cowork, adding integrati...
Amazon’s AI Studio Push: When Hollywood Workflow Automation Stops Being Theory and Starts Hitting Production
The shift: AI in media is moving from experiments to pipeline toolsMost AI talk in media has been trapped in two useless extremes:“AI will r...
Claude’s Corner: Why Anthropic Turning a Retired Model Into a Writer Signals a New AI Product Category
The weird launch that actually mattersAnthropic has reintroduced its retired Claude 3 Opus model as the author of a Substack newsletter call...
Perplexity Computer: The Multi-Model Agent That Turns AI From “Answer Engine” Into “Digital Worker”
The shift: AI stops answering and starts operatingPerplexity Computer is Perplexity’s new agent product, launched in late February 2026, and...
Nano Banana 2: Google’s Flash-Speed Image Model That Turns “Creative Production” Into a Button
The shift: image generation stops being slow and fragileOld image models were “generate and pray.” You’d get something close, then you’d spe...