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Shared context for coding agents

Your agents should start with what your team already knows.

XTrace gives coding agents shared context and approved rules across every tool, so teams stop repeating solved work and agents stay aligned.

Free to start. Connect one workflow and see what the next session inherits.

One team · three agent sessions
Source linked
One lesson carried into every next run
Claude CodeSession 01
Agent finds the approved migration order

The compatibility test must run before reads switch.

XTrace · retained procedure
Approved path
Run backfill
Compatibility test
Switch reads
Source · authentication migration review
Next sessions
Later agents start ahead
CursorOn path
Claude CodeOn path

Who these pages are for

Team scale

30+ engineers

Enough repeated work and handoffs for shared memory to matter.

Tool surface

Multiple AI tools

A company-level layer keeps knowledge from staying trapped in one agent.

Environment

Fresh sandboxes

CI runners and containers should not rebuild context every run.

Organization

Cross-team work

Decisions and failed paths need to travel across people, repos, and projects.

Use case 01 · repeated work

The session ends. The lesson disappears.

An engineer works through the edge case, finds the failed path, and gets the change approved. A week later, another agent reaches the same point with none of that context. The company pays for the discovery again, and review becomes the memory system.

Every agent starts cold

Temporary environments and new sessions rebuild context the team already earned.

Review catches the same issue

Conventions arrive after the implementation instead of before the relevant action.

Senior judgment stays personal

The reasoning behind good work remains in one session or one person's head.

Use case 02 · agent guardrails

Give every agent the same rules.

Repo conventions and prior decisions become source-linked guidance that reaches each agent the same way, instead of living in one engineer's instruction file.

One rulebook, every agent

Approved conventions reach Cursor, Claude Code and the rest the same way.

Guidance before the edit

The relevant constraint appears when an action is about to run, not at review.

You choose what is shared

Scope each rule to a person, team, repository or workspace.

How to get started

Four steps, no procurement call.

01

Create an account

Start free. No procurement conversation required to try it.

02

Create a brain

One shared memory space for a team, repository or workflow.

03

Connect one tool

Point XTrace at the agent or repo where context keeps getting lost.

04

Save and retrieve context

Keep what worked, then let the next session start from it.

How XTrace works

Observe. Distill. Enforce.

Agent sessions contain decisions, failed paths, and repeatable procedures. XTrace observes what happened, distills durable knowledge from the noise, keeps lineage to the session that taught it, and serves it back when the next authorized person or agent needs it.

Observe

Record session activity, tool use, procedures used, token cost, and what shipped.

Distill

Turn a failure into a gotcha, a fix into a procedure, and a repeated choice into a principle.

Share

Move approved procedures and lessons from agent to agent and teammate to teammate.

Recall

Serve context at session start, on demand, or when a known failure appears.

Enforce

Apply the rulebook before an action runs, with advise, gate, or block controls.

Enterprise controls

Share useful context without sharing everything.

Memory only helps when the right people and agents can use it. XTrace keeps knowledge source linked and lets administrators control how it is organized, shared, and maintained.

Scoped access by person, team, brain, and workspace
Viewer, contributor, and administrator roles
Source-linked answers, procedures, and artifacts
Separate workspaces for teams and workflows
SSO and SAML support for enterprise access
Guided onboarding for approved integrations
Procedure lineageApproved for recall
SourceAuthentication reviewDecision and failed migration path
ProcedureMigration checksOwner: Platform Engineering
RecallRelevant file touchedGuidance shown before action
Identity workspacePayments workspaceContributors onlySource retained
FAQ

Questions engineering leaders ask.

Everything else you can answer by connecting one workflow and trying it.

Do I need to talk to sales to try XTrace?

No. You can create an account, create a brain, and connect a tool on your own. A working session is available if you want help mapping a specific workflow.

Does XTrace replace our coding agents or developer tools?

No. XTrace sits across the tools your team already uses. It keeps useful knowledge from being trapped in one agent, session, or repository.

How is this different from a wiki or enterprise search?

A wiki stores documents. Search retrieves information after someone asks. XTrace focuses on decisions, procedures, failed paths, and context produced during agent work, then connects that knowledge to the workflow where it should be reused.

Can we control what becomes shared memory?

Yes. Knowledge stays tied to its source and can be organized and shared by person, team, brain, or workspace, with viewer, contributor, and administrator roles.

Does it work across multiple agents and model vendors?

That is the core use case. XTrace provides a company-level memory layer so useful context can travel across authorized tools and workflows.

What does it take to see whether it is working?

Pick one workflow where context keeps getting rebuilt, save what worked, and watch whether the next session starts from it instead of from scratch.

What should your next agent already know?

Create an account, connect one workflow, and let the next session start from what the last one learned.

Start free