PgDog raised $5.5M to bring transparent Postgres sharding and connection pooling to any stack. Here is what it actually does, how it compares to PgBouncer and Citus, and the honest answer to whether you need it.
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Claude Managed Agents is in public beta with solid sandboxing and session persistence - but the headline orchestration features are still locked behind a research preview waitlist. Here's what teams can actually ship today, what it costs, and when DIY alternatives make more sense.
PgDog raised $5.5M to bring transparent Postgres sharding and connection pooling to any stack. Here is what it actually does, how it compares to PgBouncer and Citus, and the honest answer to whether you need it.

The models.dev project is trending because AI teams need one boring source of truth for model specs, pricing, context windows, modalities, and tool support.

A long-form technical read on Flue from Fred K Schott, with deeper comparisons against OpenAI Agents, Vercel AI SDK, Google ADK, LangChain, Deep Agents, and CrewAI, plus practical production patterns.

Cloudflare Flagship is feature flags built for AI: model swaps, agent gates, and prompt rollouts as first-class primitives. Here is how to use it without rebuilding your control plane.

Vercel just declared the agent stack: AI Gateway, Sandbox, Flags, and Microfrontends. Here is how the four primitives compose, with code, and where each one actually fits in a real product.

Durable execution lands on Vercel. What it means for agents, long-running flows, and indie dev stacks - with code, gotchas, and where it fits the agent stack.
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