The agent engineering platform
Your agents are flying blind.
AI tools that autocomplete code without understanding your architecture, your decisions, or your team's conventions aren't saving time — they're creating rework.
Fabric gives agents persistent context, configurable rules, and coordinated execution — so they ship artifacts, not hallucinations.
Context in. Artifacts out. Every decision traced.
Fabric wraps your entire delivery pipeline in three layers: persistent context that captures every signal, configurable rules that encode how your team works, and coordinated agents that turn both into shipped software.
Customer requests
Bug reports
Feedback
Slack · Jira · GitHub
Meeting notes
Product
Customer requests
Bug reports
Feedback
Plans
Discussions
Specs
Technical designs
Decisions
Summaries
Code
Automations
Skills
Permissions
Product
Every signal your team generates — specs, decisions, meeting notes, code — becomes persistent, searchable context. Not a chat log. A knowledge base.
Automations trigger on real events. Skills encode your team's best practices. MCP connections bring your tools into one surface. Permissions keep humans in control.
Eight specialized agents, each with a distinct role. They read context, follow rules, and produce traceable artifacts — PRDs, stories, code, test plans, release notes.
Meet the Agents.
8 specialized agents working together to plan, execute, and review your development tasks end-to-end.
Main Orchestrator
Assesses complexity and delegates to specialists. Routes simple tasks for immediate execution, complex ones for planning.
Execution Engine
Brings plans to life step-by-step. Manages the shared workspace and coordinates specialists with human checkpoints.
Implementation Specialist
The builder. Implements changes across frontend, backend, database, or infrastructure based on your tech stack.
Strategic Planner
Researches best practices and produces step-by-step execution plans. Breaks complex tasks into actionable checkpoints.
Codebase Explorer
Navigates your codebase to find patterns, understand structure, and answer questions with precise file references.
External Researcher
Fetches documentation, searches web, reads APIs. Synthesizes findings with source citations.
Quality Reviewer
Reviews code and implementation for quality, readability, and best practices. Focused on constructive feedback.
Security Auditor
Audits for security vulnerabilities. Skeptical bias — rejects by default on security patterns.
Not a chatbot. A delivery platform.
AI copilots help individuals write faster. Fabric helps teams ship faster.
| AI Copilots | Fabric | |
|---|---|---|
| Context | Starts fresh every prompt | Persistent project memory across all tools |
| Scope | One file, one task | End-to-end delivery chain |
| Architecture | Single-turn prompt / response | Multi-agent, event-driven orchestration |
| Integrations | Editor plugins | MCP servers: Jira, Slack, GitHub, Teams + |
| Output | Text you paste somewhere | Connected artifacts with decision traceability |
| Changes | Regenerate and diff manually | Computed diffs with decision lineage |
| Approvals | Review everything from scratch | Review what changed and why |
| Team benefit | Individual productivity | Team velocity, predictability, and trust |
From raw context to shipped code.
Every signal becomes persistent memory.
Fabric ingests meeting notes, Jira tickets, GitHub commits, and Slack threads into a living knowledge graph — shared across every agent in your pipeline.
- Meeting transcripts processed in real time
- Decisions traced to their source automatically
- New team members onboard from living context
Precise documents from living context.
When requirements change, Fabric updates every downstream artifact and shows you exactly what moved — with a trail back to the decision that triggered it.
- PRDs, epics, and stories stay synchronized
- Diffs computed, not regenerated from scratch
- Lineage links every change to its cause
Agents that write, review, and ship code.
Coding agents understand your architecture, follow your conventions, open PRs, and incorporate feedback — without a developer at the keyboard for routine work.
- Every PR pre-reviewed by an agent before humans
- CI failures investigated and fixed automatically
- Code quality maintained across all changes
See what changed. Know why.
Every output includes a clear diff and a decision trail. Approvals go from "re-read everything" to "I see exactly what changed."
Decision Lineage
Every artifact links back to the conversation, meeting, or decision that created it.
Artifact Diffs
When context changes, Fabric shows exactly what moved and why — no guessing needed.
AI Tasks Completed
PRs Generated
Lines of Code
Time Saved on Docs
What Engineering Leaders Are Saying
"Fabric transformed how we ship software. Our PRD-to-production time went from 2 weeks to 2 days."
Jerry N.
VP of Engineering
"The coding agents understand our codebase and follow our patterns perfectly. It's like having senior devs on demand."
John K.
Staff Engineer
"Our documentation is finally up to date. The AI generates specs that developers actually want to read."
Steve M.
Director of Product
Trusted by teams at
Pricing
Choose the plan that works best for you.
Individual
- Bring Your Own AI Key (BYOK)
- Advanced models (GPT-4, Claude, Gemini, Mistral & more)
- Custom AI agents that can execute actions
- Connections (GitHub, Google Drive, Notion, Slack…)
- Unlimited AI chats & agent tasks
- Privacy & data security (SOC2, Zero Data Retention)
- AI-powered Kanban boards & workflows
- Knowledge base & document RAG
- MCP server integrations
- Priority email support
Enterprise
- Everything in Individual, plus:
- Advanced security and controls
- Larger storage and file size limits
- Single Sign-On (SSO) (Okta, Entra ID, Jumpcloud)
- Custom pricing on API & programmatic usage
- Flexible payment options (SEPA, Credit Card)
- Priority support & dedicated account management
- Priority access to new features
- US / EU data hosting
- User provisioning (SCIM)
- Audit logs & compliance reporting
Ready to transform how you build software?
Join thousands of developers who are shipping 10× faster with AI-powered automation. From idea to production — powered by perfect context.
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