auth-yes/.forum/poc-g2/telemetry_poc.ts

87 lines
2.4 KiB
TypeScript

import { assertEquals } from "https://deno.land/std@0.224.0/testing/asserts.ts";
/**
* Proof of Concept: Telemetry parsing (Gen 2)
*
* Demonstrates the Analyst agent's ability to ingest structured JSON telemetry
* by simulating reading actual files from disk rather than hardcoded mock variables.
*/
async function readTelemetry(filePath: string) {
const data = await Deno.readTextFile(filePath);
return JSON.parse(data);
}
function analyzeFriction(telemetry: any): string[] {
const flags = [];
if (telemetry.metrics.idleHandoffDuration > 4) {
flags.push(
"High idle handoff duration detected. Workflow optimization required.",
);
}
if (telemetry.metrics.prCommentToCodeRatio > 0.5) {
flags.push(
"High comment-to-code ratio. Potential ambiguity in requirements.",
);
}
return flags;
}
function findPerformanceBottlenecks(trace: any): string[] {
return trace.spans
.filter((span: any) => span.duration_ms > 100)
.map((span: any) => `Bottleneck in ${span.name}: ${span.duration_ms}ms`);
}
if (import.meta.main) {
console.log("Running Telemetry Parsing PoC (Gen 2) tests...");
try {
const tempFriction = await Deno.makeTempFile({ suffix: ".json" });
const tempTrace = await Deno.makeTempFile({ suffix: ".json" });
await Deno.writeTextFile(
tempFriction,
JSON.stringify({
sprint: "Sprint 42",
metrics: {
meanTimeToResolution: 14.5,
prCommentToCodeRatio: 0.8,
idleHandoffDuration: 5.2,
},
}),
);
await Deno.writeTextFile(
tempTrace,
JSON.stringify({
traceId: "5b8aa5a2d2c8646c14e4d97e6cdbc134",
spans: [
{ name: "db_query", duration_ms: 250 },
{ name: "serialize_json", duration_ms: 12 },
{ name: "http_request", duration_ms: 300 },
],
}),
);
const frictionData = await readTelemetry(tempFriction);
const traceData = await readTelemetry(tempTrace);
const frictionFlags = analyzeFriction(frictionData);
assertEquals(frictionFlags.length, 2);
const bottlenecks = findPerformanceBottlenecks(traceData);
assertEquals(bottlenecks.length, 2);
await Deno.remove(tempFriction);
await Deno.remove(tempTrace);
console.log(
"✅ Telemetry Parsing PoC (Gen 2) successful: Parsed telemetry from files.",
);
} catch (err) {
console.error("❌ Telemetry Parsing PoC (Gen 2) failed:", err);
Deno.exit(1);
}
}