
Cursor Development Agency:
AI Editor Leverage Done Right
We help engineering teams get real output from Cursor — Agent and Composer workflows, project rules, MCP servers, and codebase-aware automations wired into how your team actually ships. Past the demo, into your production workflow.
Teams we ship for






The new AI software engineering
Coding changed. Engineers stopped being the bottleneck.
The bottleneck moved to orchestration. Claude Code is the brain, MCP plugs into your stack, E2B sandboxes every action. One of our engineers ships like three normal hires.
- 01Claude Codethe brain · subagents · MCP

- 02Anthropicmanaged agents · runtime

- 03CursorIDE pair-programming

- 04n8ncron · webhooks · glue

- 05E2Bsandboxed compute

Turning Cursor Into Real Engineering Leverage
Cursor is the fastest path from prompt to working code, and most teams already have it installed. But installing it is not the same as getting leverage from it. Engineers fall back to autocomplete, the Agent makes confident edits across the wrong files, and there is no shared standard for how the team should actually use it. The tool is powerful; the workflow around it is missing.
We are a Cursor development agency, not a prompt-tips newsletter. We build the rules, workflows, and MCP integrations that make Cursor understand your codebase, follow your conventions, and ship changes your team trusts. You get a setup where the AI editor accelerates real work instead of generating cleanup.


Why DIY Cursor Setups Stall Out
Cursor makes it easy to start and hard to standardize. The individual wins you get on day one rarely turn into consistent, trustworthy output across a whole team and codebase.
Agents That Edit the Wrong Things
Without scoped rules and context, Cursor Agent and Composer confidently rewrite files they should not touch, ignore your patterns, and produce diffs you spend more time reviewing than writing. We constrain the agent with real guardrails.
No Shared Standards
One engineer prompts well, another fights autocomplete, and there is no agreed way to use Cursor on your code. We codify project rules, conventions, and review practices so the whole team gets consistent results.
Context That Stops at the File
Cursor is only as good as what it can see. Without MCP servers and proper indexing, it misses your docs, schema, tickets, and internal tools. We wire that context in so suggestions reflect your actual system.
What Our Cursor Development Agency Builds
We cover the full lifecycle — from a single engineer's setup to a governed, codebase-aware Cursor workflow that your whole team ships with confidently.
Agent & Composer Workflows
Multi-file refactors, feature scaffolds, and repetitive engineering tasks designed as repeatable Cursor Agent and Composer flows — scoped, reviewable, and reliable instead of one-off prompts.
Project Rules & Standards
We author .cursorrules and rules files that encode your stack, conventions, and constraints so Cursor follows your patterns by default, not the generic ones it ships with.
MCP Servers Inside Cursor
We build and connect MCP servers so Cursor can read your docs, database schema, issue tracker, and internal tools — turning generic suggestions into context-aware engineering.
Codebase-Aware Automations
Indexing strategy, prompt patterns, and automations tuned to your actual repository so Cursor understands your architecture and stops fighting your conventions.

Our Cursor Rollout Methodology
We do not just hand your team a license. Every Cursor setup we deliver is mapped to your codebase, codified into rules, and rolled out with standards before it becomes how your team ships.
Workflow blueprint & leverage projection
Cursor rules & integration map
Live, governed Cursor workflows
Ongoing standards & enablement protocol

Why Partner with a Dedicated Cursor Development Agency?
More prompt tips will not fix an inconsistent workflow. You need a partner who understands both your codebase and Cursor's internals — from rules files to MCP and agent guardrails.
Real ROI: See Our Systems in Action
Explore how we have engineered custom pipelines to save thousands of hours and eliminate costly bottlenecks for B2B leaders.
Don't take it from us
Hear it from the operators we shipped for.
Real founders. Real cameras. No scripts. Different scales, same agent stack.

Elie Salame
COO · Adstronaut.io







Elie Salame
COO · Adstronaut.io




Stop Fighting Autocomplete. Get Real Leverage.
Book a strategy call and we will map how your team codes, where Cursor stalls, and the rules, MCP servers, and agent workflows that turn it into real leverage.
Book a 30min Free Strategy Call
In this call, we'll walk through your project scope, timeline, and goals - so we can both check if we're a fit. No obligation, no slide deck, just a working session.
Don't want a call? Email walid@ayautomate.com
“The team is super fast - sometimes we had to slow them down. We managed to scale the company without investing into hiring.”

Elie Salame
COO, Adstronaut.io
We've created products featured in
Walid Boulanouar
View LinkedInCursor Workflow Audit
Share how your team uses Cursor today, then schedule the call on this page.
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Embed an AI-native engineer who ships with Cursor on your team.
Custom Automation
End-to-end automation around your Cursor and dev workflows.
AI Workshops
Train your team to get consistent leverage from Cursor.
FAQ
Cursor Development Questions
Can you set up project rules and .cursorrules for our codebase?+
Yes. We author rules files that encode your stack, conventions, and constraints so Cursor follows your patterns by default. This is usually the single biggest jump in output quality for a team.
Can you build MCP servers that work inside Cursor?+
Yes. We build and connect MCP servers so Cursor can read your docs, database schema, issue tracker, and internal tools — turning generic completions into context-aware engineering grounded in your system.
How do you stop Cursor Agent from making bad edits?+
We scope the Agent and Composer with rules, clear context, and review practices so changes stay constrained to the right files and follow your conventions, instead of confident rewrites you have to undo.
Can you roll Cursor out across our whole team?+
Yes. We codify standards, build shared rules and MCP integrations, and run enablement so every engineer gets consistent results — not just the one power user who prompts well.
Do you support the team after rollout?+
Yes. We keep rules current as your codebase evolves, update MCP integrations, and enable new engineers so Cursor stays a reliable part of how your team ships.