AI Agency Operations & FDE Workflows

Captures clean Markdown from client sites for audits, content inventories, knowledge-base builds, and handoff docs.

Crawls client websites into LLM-ready Markdown when agencies need deeper extraction for audits or automation builds.

Turns client URLs, docs, podcasts, videos, and files into compact briefs before proposals, audits, or implementation work.

Lets agencies compose, test, and hand off inspectable agent flows instead of leaving client automations as prompt-only prototypes.

Provides a governed path from prototype to client-facing agent app with workflow testing, operations, and handoff surfaces.

Runs bounded browser, file, tool, and connector sessions in a reviewable sandbox before client delivery.

Gives agency-built agents managed app integrations and authentication across common client tools.

Produces and repairs spreadsheet deliverables for audits, ROI models, implementation estimates, and client reporting.

Creates layout-safe client reports, SOW drafts, process docs, and handoff documents as real DOCX artifacts.

Runs a staged co-authoring process for proposals, audit reports, SOPs, and client-facing implementation docs.

Gives agencies a browser automation SDK for client workflow demos, audits, and supervised web task implementation.

Automates messy browser workflows with visual context when client systems lack clean APIs or repeatable backend hooks.

Provides managed browser infrastructure through MCP for agency-built agents that need reliable web sessions.

Covers Webflow site and CMS operations for agencies delivering client landing pages, CMS migrations, and content systems.

Connects live browser inspection, console signals, and code-change handoff when FDE teams need to fix client UI issues in context.

Adds a local multi-agent browser execution option for agency QA, client workflow rehearsal, and implementation checks.

Improves GUI-grounded automation when agents need screen element understanding instead of brittle selectors.

Connects design context to coding agents so FDE teams can implement client UI work from real Figma layouts.

Adds release evaluation and guardrail checks for agencies shipping client-facing agent workflows.

Gives delivery teams an evaluation and debugging loop for prompts and agent workflows before client handoff.

Coordinates Claude Code and Codex agent swarms, memory, hooks, and MCP tools for repeatable client delivery work.

Adds supervised desktop and browser operator workflows for agencies testing GUI-bound client automations.

Coordinates local desktop agent work across browser, document, coding, multimodal, model-provider, and MCP-backed client delivery tasks.

Turns client repositories or knowledge bases into explorable graphs before onboarding, impact analysis, and scoped implementation work.

Lets coding agents inspect, annotate, and update Figma designs during design-to-code and client implementation work.

Turns product requirements into coordinated product, architecture, project, and engineering outputs for reviewable delivery planning.

Gives delivery teams a production-oriented harness for long-running task agents before client handoff.

Gives agencies a durable scheduling layer for recurring client automations, retries, and background agent jobs.

Adds a TypeScript-native eval loop before agencies ship or update client-facing agent behavior.

Supports supervised browser automation for client workflow QA where operators need control and reviewable actions.

Gives agency and FDE teams hosted browser research, crawling, extraction, and computer-use automation for client delivery workflows that need reviewable web evidence.

Gives agency operators a visible multi-agent CLI workspace for coordinating Codex, Claude, Gemini, and other local delivery lanes without losing human takeover.

Indexes client repositories into an agent-facing code graph so FDE teams can inspect symbols, call chains, and blast radius before implementation work.

Adds routing policy, scoped keys, spend controls, failover, and telemetry for production client agent loops before handoff.

Helps agency teams standardize MCP servers and tool access across multiple client projects.