01
Read the project before answering
Use the active file and relevant project context to ground guidance in the code the engineer is actually changing.
PROJECT-AWARE RETRIEVAL · ACTIVE-FILE CONTEXT
Embedded Agents overviewVS Code implementation
AI that worksinside the editor.
Project-aware assistance for understanding code, drafting changes, and reviewing the result—delivered through the development surface your team already uses.
PROJECT CONTEXT◆DIFF REVIEW◆TEAM-CURATED COMMANDS
VS Code · src/services/parser.ts
EXPLORER
▾ src
▾ services
parser.ts
▾ utils
stream.ts
tests
REQUEST
Refactor the parser to use the streaming pattern already established in this project.
PROJECT CONTEXT FOUND
Matching helper identified. A reviewable refactor and companion test update are ready.
@@ parser input handling
- const data = await fetchAll(input);
+ const data = await stream.read(input);
+ return parseChunks(data);
REVIEW DIFFADD TESTSEXPLAIN
In the editor
No separate AI workspace
Project-aware
Context follows the code
Review first
Diff before apply
Team-shaped
Curated prompts and tools
Customer-hosted
Your chosen environment
An editorial IDE workflow
Read.Propose. Review.
The experience is designed around the sequence engineers already trust: understand the project, make the change visible, and keep the person at the keyboard in control.
02
Propose the change, then show it
Draft edits and supporting tests with a visible diff so the engineer stays in control before anything is applied.
REVIEWABLE EDITS · TEST GENERATION
03
Carry context into delivery
Explain changes, summarize diffs, and help prepare the communication that surrounds a code review.
CHANGE EXPLANATION · DELIVERY SUMMARIES
Demonstration
VS Code · src/services/parser.ts
EXPLORER
▾ src
▾ services
parser.ts
▾ utils
stream.ts
tests
REQUEST
Refactor the parser to use the streaming pattern already established in this project.
PROJECT CONTEXT FOUND
Matching helper identified. A reviewable refactor and companion test update are ready.
@@ parser input handling
- const data = await fetchAll(input);
+ const data = await stream.read(input);
+ return parseChunks(data);
REVIEW DIFFADD TESTSEXPLAIN
Context stays close to the decision.
The assistant can bring project context, a proposed change, and the review surface together without replacing engineering judgment.
- Sidebar and inline assistance
- Project and active-file context
- Proposed edits with visible review
- Git-aware change explanation
- Organization-curated commands
Organizational fit
Useful to the engineer.Governable by the enterprise.
ENGINEERS
Stay in flow
Ask about the project, explore unfamiliar code, and review proposed changes without moving into a separate AI workspace.
PLATFORM TEAMS
Curate the experience
Shape approved prompts, knowledge, and tools around the standards your engineering organization already follows.
SECURITY & IT
Keep organizational control
Deploy within the chosen environment and govern access, model choice, and usage through the same platform foundation.
Distribute privately
Deliver the extension through the channel that fits your organization and keep the experience aligned with enterprise policy.
Control deployment
Run the supporting platform in your chosen cloud, on-prem, or through a disconnected deployment pattern.
Bring approved context
Connect the project and organizational knowledge the team is authorized to use without publishing an internal systems inventory.
Bring a real repository
See the workflow inside VS Code.
Use a live walkthrough to evaluate the editor experience, governance model, and deployment fit.
KEEP EXPLORING
VS Code is one Embedded Agents implementation.