Announcing Forge for desktop, now available on Mac and Windows. Forge is the multi-agent orchestration engine at the heart of the AppFactor platform. Point it at your software estate, and it runs teams of agents to handle the maintenance work no one has time for. Objectives and maintenance tasks can be identified by AppFactor's discovery technology or raised directly by teams through Jira, Linear, or Slack. That includes documentation, tests, fixes, migrations, and full rewrites. Every change is validated and delivered as a pull request for your team to review. The desktop app brings all of this into one native window. You can launch runs across projects, schedule campaigns, follow every line of output, and open PRs without switching between tools. The screenshot shows a COBOL module rewritten in idiomatic Rust: 8 modules, 0 failures, validation passed.

Meet us at @nvidia GTC in Berlin, 20-22 October! 🚀 3 days of the biggest names in AI infrastructure, all in one place. @KeithNeilson and @devsprint are heading over to talk about what usually holds AI back in the enterprise: legacy software that needs modernizing first, and how model-agnostic agentic AI fixes it. If you're in Berlin for GTC, come and say hello 👋🏼 DM us to set up a meeting.

New release 🚀 * Better Python discovery. Scanner now creates app candidates from WSGI and ASGI servers, so Python workloads behind gunicorn or uvicorn stop hiding from discovery. * More resilient scans. Orchestrator reports scan progress as it goes and keeps results on disk if an upload fails.

Multiverse draws every machine on your network and every connection between them. Hover any line for the port, protocol, and direction of live traffic.

Rewrites fail when teams replace systems they don't fully understand, then find the missing requirements in production. AppFactor's agents start from a full system model. Idiomatic Rust rewrites: ~80% faster, ~85% cheaper to run, memory-safe.

🔐MCP Bridge v0.11.8: redaction by default. SSNs, card numbers and tokens are now redacted out of the box, plus new Password and Secrets toggles so generic API keys never reach the model's context window. Agents hit dozens of APIs. Credentials turn up in nested fields, error messages, audit trails. Safer defaults, fewer leaks.

Your software estate, fully discovered. Every server, app, process, vulnerability, and software package in one place.

MCP Bridge v0.11.8 just shipped. 🚀 * Custom Transforms. Reshape any request or response with per-tool JavaScript. It's the core capability for building reliable tool calls on top of messy APIs.

🚀 MCP Bridge is live on @ProductHunt today. Every team building production agents hits the same wall: a custom MCP server per API. We built MCP Bridge to remove that. REST, GraphQL, SOAP, gRPC → agent-ready tools. Self-hosted. Rust. Support us here ⬆️ producthunt.com/products/mcp…