Flompt – Visual prompt builder that decomposes prompts into blocks
Figma for prompts with React Flow—but prompt engineering tools already exist.
TTFB decomposition beats single-number benchmarks like Pingdom and GTmetrix.
DevOps engineers, SREs, backend developers evaluating hosting providers
Pingdom · GTmetrix · WebPageTest
TTFB (Time To First Byte) is widely used as a proxy for server quality, but it bundles together very different things: DNS resolution, TCP handshake, TLS negotiation, and actual server processing time. A slow DNS provider can make a fast server look terrible, and vice versa.
So we built Whspe (Web Hosting Specialist) around a methodology we're calling the Real Load Score. The idea:
1. Decompose TTFB into its constituent phases so each is measured independently. 2. Isolate server-side processing time as the core signal for hosting quality. 3. Complement it with a 1MB payload download test, which captures the sustained throughput of the hosting infrastructure under real load – not just the first byte. 4. Combine these into a weighted formula that penalizes slow processing disproportionately, since that's what the hosting provider actually controls.
The formula we arrived at rewards providers who are consistently fast under payload load, not just providers who win the TTFB race through CDN tricks.
We run tests from three geographically distributed nodes against a fixed test target (details in our methodology blog post) to reduce variance.
Whspe.com : This is an early launch. We're tracking ~1000+ hosting providers right now and plan to expand. Curious to hear if others have approached hosting quality measurement differently – especially around separating infrastructure signal from network noise.
Figma for prompts with React Flow—but prompt engineering tools already exist.
Prompt composition via MCP, but reinvents what pydantic agents already handle.
AI ad generation with real metrics (5M views), but lacks transparency on mechanism and competitive edge.
Graph decomposition for LLM code gen, but takes an hour for a calculator app.
Deterministic writing quality scores without LLMs, plus MCP server integration for AI workflows.
AI observability dashboard when LangSmith and Arize already dominate this space.