Introducing Optima Forge: The Operating System for the Agentic Web

The way software interacts with large language models is fundamentally broken. Every team building AI-powered features faces the same set of problems: managing API keys for multiple providers, implementing fallback logic when a provider goes down, bolting on security scanning to prevent prompt injection, adding observability so you can actually debug production issues, and figuring out how to bill end users for inference costs. These problems are solved independently, over and over, by thousands of engineering teams around the world.

Today we are launching Optima Forge to fix that. Forge is an AI infrastructure platform — think of it as an operating system for the agentic web. Instead of integrating directly with OpenAI, Anthropic, Google, Mistral, and dozens of other providers, you integrate once with Forge. Everything else — routing, security, memory, payments, observability — is handled for you.

The Product Family

Forge is not a single product. It is a family of tightly integrated systems, each purpose-built for a specific layer of the AI stack:

Forge Gateway is the core. It is an OpenAI-compatible API endpoint that sits between your application and every major LLM provider. Set model to "auto" and Forge picks the optimal provider based on cost, quality, and latency. Or specify a model directly for explicit routing. Either way, you get semantic caching, seven-layer security, three-layer memory, and full observability on every request — with zero changes to your existing code.

ForgeBot is our AI agent builder. It provides a wizard interface with 15-20 templates at launch, toggle-based capability activation, and a prime-first routing pattern where every incoming message goes through a Prime agent that decides whether to respond directly or delegate to specialist agents. You can build customer support bots, internal operations agents, or research assistants without writing orchestration code.

Forge Foundry is the multi-agent development orchestration layer. It manages agent lifecycles, provides a marketplace for agent templates, and handles the complex coordination required when multiple AI agents need to collaborate on a single task. Think of it as Kubernetes for AI agents.

Forge Mesh is the agent coordination and messaging fabric. It provides the communication layer that lets agents discover each other, exchange messages, and coordinate work across organizational boundaries. NATS JetStream powers the event backbone.

Forge Link extends that coordination across organizations. It enables cross-org agent collaboration with proper authentication, authorization, and audit trails. When your sales agent needs to talk to a partner's inventory agent, Link makes that possible securely.

Forge Compute provides ephemeral execution environments. When an agent needs to run code, Compute spins up a sandboxed Fly Machine with resource limits, budget caps, and automatic cleanup. No shared state, no security risks from arbitrary code execution.

Forge Edge brings inference to the edge. Simple queries run locally on device for sub-millisecond latency, while complex queries route to cloud providers. An ONNX complexity classifier makes the routing decision in under 2ms. This is critical for mobile applications and IoT devices where latency and offline operation matter.

Why This Matters

The AI industry is moving from single-model API calls to multi-agent systems that coordinate across providers, remember context across sessions, and execute real-world actions. Building that infrastructure from scratch is a 12-18 month engineering effort for a well-staffed team. Forge compresses that to a single API integration.

For developers, this means you can focus on your application logic instead of plumbing. For enterprises, it means you get production-grade security, compliance, and observability from day one. For the industry, it means we can stop reinventing the same infrastructure and start building the applications that actually matter.

We are offering a generous free tier with 1,000 requests per month, full security pipeline access, and semantic caching. No credit card required. Pro starts at $49/month, Ultimate at $149/month, and enterprise contracts are available for organizations that need dedicated infrastructure, custom SLAs, and data residency guarantees.

We are just getting started. Over the coming months we will be sharing deep dives into each layer of the platform — from the routing algorithms that deliver 85% cost savings to the security pipeline that blocks prompt injection before it reaches your model. Follow our blog and join the community to stay up to date.

Welcome to the agentic web. Let's build it together.