Insights from the OpenTrace team
Thinking on AI-assisted engineering, system architecture, and the future of vibe engineering.
OpenTrace Is Now a Persistent Workspace for Understanding Codebases
OpenTrace started as a session-based graph explorer. Today we're launching a persistent workspace — save projects to the cloud, build multi-repository libraries, analyse pull requests structurally, and share context across your team.
Your Slack Conversations Are Engineering Context. Here's Why That Matters.
The most significant engineering choices occur through Slack discussions rather than in code repositories. OpenTrace is integrating Slack conversations into its knowledge graph.
Context Blindness: The Hidden Crisis in AI-Assisted Engineering
AI coding tools excel at generating code quickly, but they struggle when tasked with meaningful modifications to production systems. Here's why context blindness is the real bottleneck.
AI Coding Agents Have Changed How We Build Software
AI coding agents are transforming software development, but they still don't understand how systems actually behave in production.
Context Overload Is Breaking Your AI Debugging Tools
When something goes wrong in a distributed system, the instinct is to gather as much data as possible. The problem is that this instinct is exactly wrong.
Introducing OpenTrace: The Context Layer Your AI Coding Agent Is Missing
AI coding assistants excel at generating code but struggle with system comprehension. OpenTrace constructs a unified knowledge graph to bridge the gap.