Work should never start from zero.
Five things we believe about the next decade of software work — and the layer it will run on.
Every time an agent begins a session, it begins from nothing. It re-reads the codebase, re-discovers the constraints, re-attempts the approaches that already failed yesterday — on another machine, in another tool, for another teammate. Humans pay the same tax: a five-minute interruption becomes a half-hour of recovery.
Multiply that by every agent, every session, every day. The most expensive thing in agentic software work is not compute. It is forgotten state.
The industry's framing — “agents need memory” — is incomplete. Memory tells an agent what happened before. Real software work also demands to know what is happening right now: who is touching which files, what has been claimed, what was just decided, what is about to collide.
The missing primitive is shared execution context — live, machine-readable, and owned by no single vendor's agent.
GitHub, Linear, Slack, and Notion coordinate people. Nothing yet coordinates the agents — across Claude Code, Codex, Cursor, Copilot, JetBrains, terminals, and whatever ships next quarter. Each vendor will try to make its own agent the center of gravity.
We believe the opposite: the coordination layer must be neutral. It should make every agent better and compete with none of them. Substrates win by being under everything, not in front of anything.
When agents outnumber engineers, “what did the AI do and why” becomes a board-level question. Retrofitted logging will not answer it. Attribution, scoped recall, permission checked before retrieval, evidence attached to every remembered fact — these are properties of the layer, or they are nowhere.
An enterprise should be able to ask not just what does the system know, but how does it know it, who may see it, and when does it expire.
Your repos stay in GitHub. Your IDE stays your IDE. Your preferred agent stays your preferred agent. Infrastructure that demands migration loses; infrastructure that quietly makes the existing stack coherent wins.
NeverZero sits beneath the tools your teams already use — and every claim, decision, failure, and handoff it carries makes the whole system smarter than any single session could be.