Manifest, an open-source development platform, shipped an LLM router in March 2024, saw 7,000 cloud users use it for four months, and deprecated it in June, with full shutdown on September 1. The comp…
Manifest, the company behind the Manifest LLM gateway, deprecated its LLM router in June and shut it down on September 1st, citing mixed results from 7,000 cloud users. The company argues that prompt …
Datadog's 2026 State of AI Engineering report finds that roughly 5% of LLM requests fail in production, with about 60% of failures caused by rate limits and capacity constraints (HTTP 429), shifting t…
Manifest, a new open-source tool, provides a structured endpoint that maps every button, form, and input on a webpage for AI agents, solving the problem of agents guessing actions or relying on fragil…
Manifest Cloud will introduce paid plans starting July 8, 2026, with a Pro plan at $19/month offering unlimited routed requests, while the Free plan retains all features but is limited to 10,000 route…
A new directory catalogs tools and methods for improving the reliability of LLM agents, covering model selection, structured outputs, runtime repair, guardrails, observability, and evaluation. The gui…
Ten strategies to reduce costs associated with LLM API usage, emphasizing that users pay for input and output tokens rather than the inference itself. Key recommendations include selecting appropriate…
Manifold Security has added security scores for over 7,700 MCP (Model Context Protocol) servers to its supply chain intelligence platform, highlighting a critical security gap. It warns that the rapid…