Frenchy Digital

Frenchy Digital Frenchy Digital is a minority-owned startup that just moved to Los Angeles from Paris France that spe

Frenchy Digital is a Black-owned, AI-driven software studio based in Los Angeles with offices in Paris, Switzerland, and North Africa. Since 2019, we've built 50+ custom applications for startups and enterprises, specializing in AI integration, mobile app development, and intelligent web software. Our AI stack includes OpenAI GPT-4, Claude AI, TensorFlow, PyTorch, LangChain, and Hugging Face β€” enabling us to embed advanced automation, agentic workflows, predictive intelligence, and personalization directly into every product we build. We deliver native iOS (Swift), Android (Kotlin), and cross-platform apps (React Native, Flutter), powered by Node.js, Python, AWS, and Google Cloud. Industries served include fintech, insurance, social platforms, entertainment, and startup MVPs. As a minority-owned firm with an AI-first mindset, we combine technical excellence with global perspective to turn ambitious ideas into scalable, production-ready digital products.

πŸ–₯️ We built a Claude Code agent that literally DRAWS ON YOUR SCREEN to guide users through complex workflows.A few month...
10/09/2026

πŸ–₯️ We built a Claude Code agent that literally DRAWS ON YOUR SCREEN to guide users through complex workflows.

A few months ago, an enterprise client asked us to build an internal onboarding agent that could walk new hires through their dense SaaS tooling β€” not with chatbot text, but with visual overlays: arrows, boxes, highlighted buttons, step-by-step annotations right on the screen.

Swipe to see the exact Claude Code + MCP pattern we used to ship it in under two weeks.

The wild part? The same pattern works for QA walkthroughs, accessibility audits, and AI-assisted screen debugging.

πŸ’¬ Comment 'ARROWS' below and I'll DM you the full Claude Code config, MCP server setup, and annotation prompt templates we used on this build.

πŸ”Œ Your AI agent is useless without WiFi. Here's how we fixed that.Earlier this year we built a Claude-powered agent syst...
10/08/2026

πŸ”Œ Your AI agent is useless without WiFi. Here's how we fixed that.

Earlier this year we built a Claude-powered agent system for a logistics client β€” and discovered 30% of shifts happened in connectivity dead zones.

So we built a 3-tier offline-first fallback pattern using Claude Code + MCP servers + on-device models.

Result? Task completion went from 68% β†’ 97%.

Swipe through to see the exact architecture, the MCP server setup, and when you should (and shouldn't) use this pattern.

Google just dropped AI Edge Foresight doing offline transcription β€” the industry is catching up to what we've been shipping for months. On-device AI isn't a novelty, it's infrastructure.

Comment 'OFFLINE' below and I'll DM you the full MCP server config + task spec YAML + Claude Code prompts we used to generate all three fallback tiers. πŸ“©

πŸ”₯ Your AI agents are talking to each other β€” but are they trusting the wrong messages?After a real scare on a client pro...
10/07/2026

πŸ”₯ Your AI agents are talking to each other β€” but are they trusting the wrong messages?

After a real scare on a client project, we built a prompt injection firewall directly into our MCP server layer in Claude Code.

This carousel walks you through the exact pattern we use in production to sanitize every agent-to-agent message before it hits Claude's context window.

You'll learn:
β†’ Why MCP agent-to-agent comms are a hidden attack surface
β†’ The 4-layer validation middleware we built
β†’ How Claude Code orchestrates the whole thing

Comment 'FIREWALL' below and I'll DM you the full middleware code + test suite we use on every multi-agent project πŸ”

🚨 MCP agent-to-agent communication is powerful β€” but it's also the riskiest protocol most teams aren't thinking about.Ar...
10/06/2026

🚨 MCP agent-to-agent communication is powerful β€” but it's also the riskiest protocol most teams aren't thinking about.

Ars Technica just reported on trust gaps in MCP that let malicious prompts spread from one agent to another. We saw this EXACT pattern on a client project earlier this year β€” and built a trust boundary system in Claude Code that stopped it cold.

In this carousel I'm breaking down:
β†’ The real attack vector we caught in production
β†’ The 5-layer trust boundary pattern we use
β†’ How to set up MCP server isolation in Claude Code
β†’ The exact validation hooks that saved us

This isn't theoretical. We shipped this for an enterprise logistics client and it caught 3 prompt injection attempts in week one.

Comment 'TRUST' below and I'll DM you the full MCP trust boundary config + the Claude Code agent isolation template we use on every multi-agent project now. πŸ”

🧠 Your AI agent has all the data β€” but zero understanding of how your business actually works.On a B2B logistics project...
10/05/2026

🧠 Your AI agent has all the data β€” but zero understanding of how your business actually works.

On a B2B logistics project earlier this year, we wired Claude Code into a knowledge graph + vector DB hybrid using MCP servers. The result? Agents that actually understand org structure, process ownership, and policy relationships β€” not just raw document chunks.

This carousel breaks down the exact Claude Code pattern, the MCP server stack, and the lessons we learned shipping it to production.

Comment 'KNOWLEDGE' below and I'll DM you the full Neo4j MCP config, graph schema template, and the routing system prompt we use on enterprise projects πŸ”₯

πŸ’Έ Your AI agents are burning money while you sleep.After a marketplace client's agent racked up a massive bill in one we...
10/04/2026

πŸ’Έ Your AI agents are burning money while you sleep.

After a marketplace client's agent racked up a massive bill in one weekend, we built a hard budget cap system directly into our Claude Code workflow.

Simon Willison just wrote about why we need default hard budget caps on everything β€” we've been shipping this pattern for months.

This carousel breaks down the exact setup: the MCP server, the token tracking, and the kill switch that saves your wallet.

Comment 'BUDGET' below and I'll DM you the full config files + MCP server code πŸ’°

πŸ”’ Apple just announced major changes to Full Disk Access on macOS β€” and if you're running Claude Code agents in producti...
10/03/2026

πŸ”’ Apple just announced major changes to Full Disk Access on macOS β€” and if you're running Claude Code agents in production, this affects you NOW.

We saw this exact problem on an enterprise client project earlier this year. Their Claude Code agents needed to read project files, logs, and configs β€” but Full Disk Access gave them keys to EVERYTHING.

Here's the pattern we built to scope agent file access tightly, pass Apple's new FDA checks, and keep Claude Code agents productive without over-permissioning.

Slide through to learn:
β†’ Why FDA changes break naive agent setups
β†’ The MCP file-gateway pattern we use
β†’ How to scope permissions per-agent
β†’ The exact config structure

Comment 'LOCKDOWN' below and I'll DM you the full Claude Code FDA-safe agent config with MCP server templates and permission manifests πŸ”

🧠 Your Claude Code sessions forget everything between runs. Here's how we fixed that for a client.Earlier this year we s...
10/02/2026

🧠 Your Claude Code sessions forget everything between runs. Here's how we fixed that for a client.

Earlier this year we shipped a complex enterprise dashboard for a logistics client. Their dev team was using Claude Code daily β€” but every session started from zero. No memory of architectural decisions, no recall of past bugs, no awareness of team conventions.

We built a Memory-Aware Context Routing pattern that changed everything:

β†’ Persistent project memory via a custom MCP server
β†’ Automatic context injection based on what file you're editing
β†’ Decision logs that Claude reads before suggesting changes
β†’ Zero manual copy-pasting of old conversations

Their dev velocity jumped measurably within the first sprint. Swipe through to see exactly how we set it up πŸ‘‰

Comment 'MEMORY' below and I'll DM you the full config files + MCP server code so you can set this up on your own projects today.

πŸ€– Brian Chesky just said AI agents need their own operating system.He's right β€” but we've been solving this at the API l...
10/01/2026

πŸ€– Brian Chesky just said AI agents need their own operating system.

He's right β€” but we've been solving this at the API layer for months.

Earlier this year, a marketplace client came to us because third-party AI agents were hammering their API with unstructured requests, breaking rate limits, and returning garbage to end users.

We built an agent-friendly API gateway using Claude Code + MCP servers that:

β†’ Auto-detects agent vs. human traffic
β†’ Routes agent requests to structured tool-use endpoints
β†’ Serves machine-readable responses (no HTML scraping)
β†’ Enforces per-agent auth + rate tiers

Swipe through to see the exact Claude Code pattern we used β€” the MCP servers, the routing logic, and how we tested it with real agent swarms.

This is the pattern every API team will need as agents replace apps. Photon just raised $4.5M betting on exactly this shift.

Comment 'GATEWAY' below and I'll DM you the full Claude Code config, MCP server setup, and AGENTS.md template we used on this project πŸš€

πŸ” Your TLS certificates are about to become obsolete.Cloudflare just announced quantum-safe TLS certificates, and resear...
09/30/2026

πŸ” Your TLS certificates are about to become obsolete.

Cloudflare just announced quantum-safe TLS certificates, and researchers found a new way to break RSA that's faster than anything before.

We already helped an enterprise client migrate their entire API surface to quantum-resistant patterns using Claude Code β€” here's the exact workflow we used.

This carousel breaks down:
β†’ The Claude Code pattern for auditing crypto dependencies
β†’ MCP servers that scan for vulnerable endpoints
β†’ How to stage a zero-downtime migration
β†’ The lesson that saved our client from a production outage

Comment 'QUANTUM' below and I'll DM you the full Claude Code workflow config + MCP server setup we used on this project πŸ”‘

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1517 South Bentley Avenue, Suite 204
Santa Monica, CA
90025

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