Cloudflare accused of ‘AI psychosis’ as reliability concerns mount
A developer blog post argues the internet infrastructure giant is prioritising marketing and feature velocity over core network stability, citing increased outages and fragmented developer tools.
Cloudflare is facing sharp criticism from the developer community over its strategic direction, with a blog post published on Hacker News alleging the company has succumbed to "AI psychosis." The critique argues that the internet infrastructure provider is prioritising artificial intelligence features and product management over the core network reliability that originally defined its brand.
The author, who works at a small AI startup, contends that Cloudflare has shifted from being an engineering-led organisation to one driven by product managers and "vibecoders." The article suggests this cultural shift has resulted in a fragmented product ecosystem, increased service outages, and a developer experience that feels bolted on as an afterthought rather than a core competency.
Specific technical grievances include the lack of a native, first-class managed PostgreSQL database, with the company’s Hyperdrive tool described as an admission of failure to build a proper database layer. The critique also highlights incoherence in compute offerings, citing overlapping runtimes such as Dynamic Workers, the Agents SDK, and Cloudflare OS, which create confusion for developers attempting to build applications.
Observability tools, a critical component for infrastructure providers, were also targeted. The author notes that tracing features remain in open beta as of August 2026, with reported issues regarding trace context propagation and logging bugs. Community feedback cited in the post indicates that basic reliability features, such as consistent log visibility, remain incomplete despite marketing claims of general availability.
The blog post frames these issues within the context of a broader corporate strategy focused on competitive positioning against rivals like Vercel, rather than engineering excellence. The author references Cloudflare’s 2026 workforce reduction of approximately 1,100 roles as evidence of a pivot towards an "agentic" operating model, arguing that the company is optimising for announcement cadence and social media engagement over technical substance.
