Signal Archive
Future-facing notes from the memory layer.
Product updates, operational playbooks, and technical deep dives on building durable context for AI teams.
Every post below is tied to verified workflows in vem.
All Posts
A best-practice pipeline for teams using vem end to end
A practical workflow that connects npm install, cloud sync, agents, and Git verification so teams get the full vem ecosystem.
The full vem workflow: from task intake to verified memory
A practical, end-to-end workflow for teams using vem across CLI, agents, and the web dashboard.
Memory as infrastructure for AI teams
Treating context like production data unlocks safer agent handoffs, faster reviews, and durable collaboration.
How to get productive with the vem CLI on day one
Learn the core CLI flows to create tasks, capture decisions, and commit verified memory alongside your code.
How to run the vem web app for teams and admins
Stand up the dashboard to manage organizations, seats, and memory artifacts with a clean UI layer.
Securing project memory with Custom Auth and MFA Enforcement
We moved beyond third-party auth to build a deeply integrated security layer with TOTP and organization-wide enforcement.
Detecting Truth Drift: why evidence-backed memory matters
Prevent agent hallucinations and maintain high data integrity with automated evidence verification.
Beyond Grep: AI-powered semantic search with 'vem ask'
Use vector embeddings and RAG to answer complex architectural questions across your entire project history.
Bridging the Gap: MCP tools and Agent Protocols
Learn how to choose between real-time MCP toolcalls and manual memory exchange blocks.
How to run the indexer and verify memory snapshots
Understand the indexer service that ingests Git state, marks snapshots as verified, and powers fast search.
How to answer project questions with verified memory
Use the search layer to retrieve the right tasks and decisions before an agent writes a single line of code.
Dnotech testimonial: a memory layer that finally sticks
Dnotech explains how vem helped their teams ship faster by making agent context durable and auditable.
How to operate the vem MCP server for agents
Keep agents aligned with tasks, decisions, and context packs through explicit tool calls.