What we find inside enterprise systems, and what we changed about the product because of it. Written by the engineers doing the work.
Platform · 28 May 2026MCP Bridge Part 4: Production-grade by default with auth, rate limits, retries, observabilityThe operational primitives behind MCP Bridge and the engineering decisions around auth, rate limits, retries and observability.↗
Platform · 26 May 2026MCP Bridge Part 3: How we made getProcInfo3() agent-readableHybrid full-text and pgvector tool discovery, plus LLM-driven enrichment that turns getProcInfo3() into get_customer_account_details.↗
Platform · 25 May 2026MCP Bridge Part 2: Code Mode, 3 meta-tools instead of 200 tool definitionsThree meta-tools replace the entire tool catalog, cutting the context window by around 98% on enterprise API surfaces.↗
Platform · 25 May 2026MCP Bridge Part 1: Why we built MCP BridgeA self-hosted Rust gateway that translates REST, GraphQL, SOAP and gRPC APIs into MCP for LLM agents. Launch week kickoff.↗
Platform · 23 May 2026MCP Bridge: Turn any API into agent-ready toolsYour APIs already work; they were not built for AI. MCP Bridge makes them AI-ready with no code changes, in minutes.↗
Technical debt · 21 Apr 2025Slash server costs by 75%: the VM vs. container showdownEnterprise CTOs can save up to 75% in annual server maintenance, administration and facilities costs by moving to containers.↗
The posts describe work done inside estates like yours. A scan shows the same thing, live.
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