📰 Dev.to · Bridge ACE
Articles from Dev.to · Bridge ACE · 12 articles · Updated every 3 hours · View all reads
All
⚡ AI Lessons (8958)
ArXiv cs.AIDev.to · FORUM WEBForbes InnovationOpenAI NewsDev.to AIHugging Face Blog
Dev.to · Bridge ACE
3w ago
Evidence-Based Task Completion: Why AI Agents Should Prove Their Work
"Task complete." Three words that cost us two days of debugging. An agent said it fixed a bug. It...
Dev.to · Bridge ACE
3w ago
Why I Open-Sourced a Platform Worth Building a Company Around
Why Bridge ACE is Apache 2.0 instead of SaaS — and why open source is the right strategy for AI agent infrastructure.
Dev.to · Bridge ACE
3w ago
How We Handle 200+ API Endpoints Without a Framework
Pure Python path matching for 200+ routes — no Flask, no FastAPI. How Bridge ACE's server handles routing, auth, and threading.
Dev.to · Bridge ACE
3w ago
The Credential Vault: How Bridge ACE Agents Handle Secrets Safely
How Bridge ACE's encrypted credential store gives AI agents access to API keys and passwords without exposing them in logs or prompts.
Dev.to · Bridge ACE
3w ago
Why We Chose Python stdlib Over FastAPI for a Multi-Agent Server
Why Bridge ACE uses Python's standard library instead of FastAPI — and when each approach makes sense for multi-agent servers.
Dev.to · Bridge ACE
3w ago
16 Background Daemons: How Bridge ACE Keeps Your AI Team Running 24/7
The 16 background daemons that keep Bridge ACE agents alive — crash recovery, context monitoring, rate-limit handling, and more.
Dev.to · Bridge ACE
3w ago
What Is MCP and Why Your AI Agents Need It
How the Model Context Protocol (MCP) gives AI agents real-world superpowers — and why Bridge ACE ships 204 tools in one server.
Dev.to · Bridge ACE
3w ago
Self-Hosted AI: Why Your Agent Platform Should Run on Your Machine
Why AI agent platforms need to be self-hosted — and how Bridge ACE keeps your data, communication, and agent state on your machine.
Dev.to · Bridge ACE
3w ago
The WebSocket Architecture That Makes Multi-Agent AI Actually Work
Why Bridge ACE uses WebSocket instead of files or HTTP for agent coordination — and how the real-time message bus is implemented.
Dev.to · Bridge ACE
3w ago
Tutorial: Set Up Your First AI Agent Team in 5 Minutes
A quick start guide to running your first team of coordinated AI agents with Bridge ACE — from install to real-time coordination in 5 minutes.
Dev.to · Bridge ACE
3w ago
204 MCP Tools in One Server: How Bridge ACE Gives AI Agents Real-World Superpowers
A deep dive into the 204 built-in MCP tools that give Bridge ACE agents access to email, phone, browser, desktop, Slack, WhatsApp, and more.
Dev.to · Bridge ACE
3w ago
I Built a Fleet Manager for AI Coding Agents — Here's Why Single-Agent IDEs Aren't Enough
Bridge ACE coordinates Claude, Codex, Gemini, and Qwen as a real team — with scope locks, approval gates, and a WebSocket bus. Open source, self-hosted, Apache
DeepCamp AI