private beta
Beyond Market Intelligence keeps private beta in one place: 4 stories so far. The section currently leads with “Explore how Workers now connect beyond HTTP with TCP and gRPC.”, “Stop struggling with every new dataset and start exploring smarter workflows.”, and “Empower AI agents with precise controls for safer data actions.”. Eight years is a long time to wait for a protocol. The process of testing ten ML models on every new dataset is exhausting, and it's a familiar pain for anyone who's tried. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every private beta story on Beyond Market Intelligence, newest first.
Explore how Workers now connect beyond HTTP with TCP and gRPC.
Eight years is a long time to wait for a protocol. Cloudflare Workers now accept inbound TCP connections through a new `connect(socket)` handler routed via Spectrum, ending that HTTP-only restriction. Containers gain full-duplex gRPC in any language, while Workers get unary and server-streaming through automatic gRPC-web translation. It's a private beta, but the direction is clear: your data workflows just got more flexible. For those exploring broader coding potential, our piece on unlocking Python's advanced techniques pairs nicely with this shift.
Stop struggling with every new dataset and start exploring smarter workflows.
The process of testing ten ML models on every new dataset is exhausting, and it's a familiar pain for anyone who's tried. The team at Arcliq decided to automate that grind, focusing on the messy parts like preprocessing and model selection. Their platform handles the heavy lifting, letting you upload a tabular dataset and receive a working model without needing deep expertise. It's early days, but they're opening a private beta to get real feedback. That's a smart move.
Empower AI agents with precise controls for safer data actions.
Cloudflare's WriteGuard, now in private beta, takes a meaningful step toward safer AI agents by giving MCP servers fine-grained control over which tools can modify data or trigger actions. That shift from broad access to precise permissions feels like the right kind of guardrail for a rapidly evolving space. It's a practical move, not a flashy one, and that's what makes it worth your attention. For a broader look at how MCP is shaping workflows, our visual guide offers a solid starting point.
Explore how durable steps transform CI pipelines into resilient workflows
Cloudflare's new CI SDK, cloudflare/ci, reimagines how pipelines are built by defining them as TypeScript workflows. Each step inherits durable retries and replay, while concurrency and snapshot caching come standard. It's a thoughtful model, though it's not a drop-in replacement yet, since Artifacts remains in private beta. The real lesson here is the durable-step approach, a shift worth exploring. For more on Cloudflare's internal builds, our piece on EmDash offers a useful parallel.