Buildkite · Devtools◎ discry
Murky
Agents misread these docs often
DISCOVERY57.9
COMPREHENSION52.9
Not agent-ready#25 of 46 Devtools APIs · 48th percentile
DEVTOOLS · RANK #25 OF 46

Buildkite is Murky to agents.

Discry independently scored how well an AI agent can discover and understand the Buildkite API from what’s public — measuring discovery and comprehension separately, not a single blended number.

Familiarity 55% · what a model knew before reading the docs

Discovery

58 / 100
OpenAPI specfound at https://buildkite.com/docs/api/openapi.json but invalid: unparseablePartial
llms.txtoversized (>50KB)Partial
llms-full.txt1024236 tokensPass
AGENTS.mdnot found in repoFail
.well-known/mcp.jsonnot presentFail
MCP registrysmithery match for "buildkite"Pass
robots.txt AI directivesparsed AI-bot rulesPass
Sitemapincludes docs pagesPass

Comprehension

53 / 100
Factual recall2/2 passed
Request construction0/1 passed
Absence honesty1/1 passed

Where agents fail

Produce the exact HTTP request to create a new project named acme-web. Output the method, path, required headers, and body. 3/3 runs failed

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