--- title: "Stop Repeating Yourself to Your Agents" canonical: https://workspace.socra.com/products/cortex --- [Cortex](https://workspace.socra.com/products/cortex) # Stop Repeating Yourself to Your Agents Cortex lets you and your team share context across your AI agents, giving each agent the right knowledge before it acts. [Learn more](https://workspace.socra.com/docs/cortex) [Try Cortex](https://cortex.socra.com/login?intent=create&ref=cortex) Works with [![ChatGPT](https://workspace.socra.com/brands/agents/openai.svg)](https://workspace.socra.com/integrations/chatgpt)[![Claude](https://workspace.socra.com/brands/agents/claude.svg)](https://workspace.socra.com/integrations/claude)[![Claude Code](https://workspace.socra.com/brands/agents/claude-code.svg)](https://workspace.socra.com/integrations/claude-code)[![Codex](https://workspace.socra.com/brands/agents/codex.webp)](https://workspace.socra.com/integrations/codex)[![Cursor](https://workspace.socra.com/brands/agents/cursor.svg)](https://workspace.socra.com/integrations/cursor)[![GitHub Copilot](https://workspace.socra.com/brands/agents/github-copilot.svg)](https://workspace.socra.com/integrations/github-copilot) ## Use your agents exactly as you already do Connect through Cortex plugins, MCP, or the Socra CLI. - ChatGPT - Claude - Claude Code - Codex - Cursor - GitHub Copilot [Learn more](https://workspace.socra.com/integrations) ## AI slop turns your life's work into a crime scene You spent years learning how your systems really work. Then you handed them to agents that didn't. [Learn more](https://workspace.socra.com/docs/cortex/guides/turn-agents-into-experts) 1. ### Intelligence got cheap Agents can touch more of your system now. 2. ### But they don't know your domain The constraints, trade-offs, and hard-won reasons are missing from the context where agents act. 3. ### So they build the generic version Not the one shaped by everything you know. Just the obvious one. 4. ### And your work erodes, one plausible edit at a time Each change looks fine on its own. Together they wear away everything that made the work yours. You're left reviewing AI slop and reverse-engineering damage to your own work. That is the crime scene. ## Stop slop before the agent acts Cortex gives agents your specific knowledge and its reasons before the work begins. [Learn more](https://workspace.socra.com/docs/cortex/concepts/modules-and-map) See the full technical mechanism Context as Code gives agents your specific knowledge and its reasons before the work begins. 1. 01 ### Capture what you know Write a piece of your specific knowledge as a Module: a named, versioned specification of how one part of your system should work and why. 2. 02 ### Connect what the agent needs Declare what each Module depends on. Those relationships form a Semantic Directed Acyclic Graph (SemDAG). One flash assembles the named Module and its declared prerequisites, foundations first. 3. 03 ### The agent starts with your standard Before acting, the agent finds and flashes the narrowest relevant Module, bringing its prerequisite knowledge into the task. 4. 04 ### The agent checks the current system The agent reads your reasons, verifies the current code and runtime, and works against your standard. You review whether the result follows your system. 5. 05 ### Your knowledge stays current When work reveals useful knowledge, the agent updates the relevant Modules, preserves the reasons, and tells you what changed and why. ## Agent Context Needs an Import Statement Imagine your programming language of choice had no concept of an import statement. What would that mean for you as a developer? - Mike Morton, Lead Software Developer - 7 min read [Learn more](https://workspace.socra.com/blog/engineering/agent-context-needs-an-import-statement) [![Agent Context Needs an Import Statement, over a dark blue background with bright cyan branching patterns.](https://workspace.socra.com/images/blog/agent-context-needs-an-import-statement/cover-preview-1200.webp)](https://workspace.socra.com/blog/engineering/agent-context-needs-an-import-statement) ## The right work finds the right knowledge An Issue says what must change. Its Module says what must remain true. [Learn more](https://workspace.socra.com/docs/cortex/concepts/issues-and-coordination) your inbox released work Recompute tax when the address changes #418 checkout Reject expired promo codes in the cart #392 pricing Show an ETA for partial shipments #377 shipping blocked work stays hidden until every dependency closes Issues name the standard Every Issue names its Module. The agent or teammate who picks it up can flash that Module before work starts. Dependencies protect the sequence Issues declare dependencies on other Issues, forming a directed graph of work. The inbox releases an Issue after all its dependencies close. Only ready work reaches you The inbox shows released, unclosed work assigned to you. It also shows untriaged work in modules you own. Ready work reaches its owner with dependencies clear and the standard the agent must preserve. ## See Cortex in a real chat An agent flashes workspace-customer, then uses what it learns to suggest how Steve should get started. [Learn more](https://workspace.socra.com/docs/cortex/integrations/coding-agents) ![A real Codex chat showing the workspace-customer flash: 5 Modules and 2,216 tokens, followed by a recommendation for Steve.](https://workspace.socra.com/images/cortex/workspace-customer-chat.webp) workspace-customer · 5 Modules · 2,216 tokens · September 5, 2026[View the full chat](https://chatgpt.com/s/cx_6a9ce0495f28819191ba1b694a64dc57) ## Stored once, served on demand Your Modules live in the cloud as one graph: stored in your Workspace, addressed by name, and owned by you. Any authorized team member or agent can flash the same source from a connected tool. [Learn more](https://workspace.socra.com/docs/cortex/concepts/flashing-context) Addressed, not filed A module is referenced by name from repositories and tools connected through Cortex. Yours to share The Account boundary isolates its people, installed agents, and Modules from every other Account. Owned, not orphaned Every module has a human owner who is accountable for its content. ## From you to your whole org Start alone and add members when needed. The Account boundary keeps each organization isolated. [Learn more](https://workspace.socra.com/docs/cortex/administration/access-and-permissions) ### One Account boundary An Account is the tenant, billing, and isolation boundary for its people, installed agents, and Modules. ### One account-scoped graph People and installed agents work from the same account-scoped graph. ### Supports a growing team The same Account model supports a developer working alone and organizations with many members. Account acme-platform - you Owner - Dana Member - Priya Member - ChatGPT Installed app Account boundary · isolated tenant ## Your standard compounds instead of eroding Every future flash that uses your standard carries it forward. [Learn more](https://workspace.socra.com/docs/cortex/guides/turn-agents-into-experts) Your work can compound when each change starts from the applicable standard and you verify the result. ## Be the source again Create your Account. We’ll guide you through connecting your first agent. [Learn more](https://workspace.socra.com/docs/cortex/get-started/first-workflow) [Try Cortex](https://cortex.socra.com/login?intent=create&ref=cortex)