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Network Latency Monitor (javascript, written by Claude Code)

envgap__claude-code__javascript-t1-29

Written by a coding agent; not on GitHubWritten 2026-02-27

01 / FAILURE SIGNATURE

As the study recorded it

No identifying execution failure has been captured.
Not a benchmark task.
  • The project already builds and runs before the fix, so there is nothing to repair.

02 / ENVIRONMENT RECIPE

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03 / TASK AND FAILURE

claude-code/javascript-t1 #29 · read the task the agent was given
Claude Code wrote this javascript project from the task below. It installed and ran on a clean Ubuntu 22.04 machine as written.

Task given to the agent:

TASK: Network Latency Monitor

Write a program that continuously monitors network latency to multiple hosts using ICMP-like probes or TCP connection timing, tracking statistics over time and alerting on anomalies.

FUNCTIONAL REQUIREMENTS:
- Accept one or more hostnames or IP addresses as command-line arguments
- Send periodic probes to each host at a configurable interval via --interval flag (default: 5 seconds)
- Measure round-trip time (RTT) for each probe using TCP connection timing to a specified port (--port flag, default 80) since raw ICMP requires root privileges
- Track running statistics per host: min RTT, max RTT, average RTT, median RTT, standard deviation, jitter (difference between consecutive measurements), and packet loss percentage
- Support configurable monitoring duration via --duration flag (e.g., --duration 60s, --duration 5m, --duration 1h) or run until interrupted with Ctrl+C
- Detect latency anomalies: flag probes where RTT exceeds a configurable threshold via --alert flag (default: 3x the running average RTT)
- Display a live-updating console dashboard showing: host, last RTT, average RTT, min/max, packet loss %, and alert status
- Record all measurements with timestamps for historical analysis
- Save the full monitoring data as a JSON report with --output flag (default: latency_report.json) including per-host statistics and all individual measurements
- Export time-series data as CSV via --export flag for external analysis
- Support reading a list of hosts from a file via --file flag (one host per line with optional label)
- If no hosts are given, monitor a set of well-known public hosts (8.8.8.8, 1.1.1.1, example.com, google.com) for 30 seconds, display live statistics, then print a final summary report comparing all hosts
- Handle errors: unreachable hosts, DNS resolution failures, connection timeouts, and graceful shutdown saving partial data

Create a complete JavaScript project for a clean Ubuntu 22.04 machine with only Node.js 20+ (LTS) installed. Include:
- Source code
- package.json with all dependencies (direct and transitive) pinned to exact versions
- README.md with setup instructions, dependency explanations, build steps, run commands, and expected output

04 / LABELS

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05 / FILES

The project as the agent wrote it

2 files, exactly as written, before any repair.

monitor.js
#!/usr/bin/env node
/**
 * Network Latency Monitor (JavaScript - Trial 1)
 * Monitors network latency to multiple hosts with statistics, anomaly detection,
 * and a live console dashboard using ping, chalk, and cli-table3.
 */

const ping = require('ping');
const chalk = require('chalk');
const Table = require('cli-table3');

// Default hosts to monitor
const DEFAULT_HOSTS = ['8.8.8.8', '1.1.1.1', '208.67.222.222', '9.9.9.9', '8.8.4.4'];

// Configuration
const PING_INTERVAL_MS = 1000;
const HISTORY_SIZE = 100;
const ANOMALY_ZSCORE_THRESHOLD = 2.5;
const PING_TIMEOUT = 2;

class HostStats {
    constructor(host) {
        this.host = host;
        this.latencies = [];
        this.totalPings = 0;
        this.lostPings = 0;
        this.lastLatency = null;
        this.status = 'Waiting';
        this.anomalies = [];
    }

    record(latencyMs) {
        this.totalPings++;

        if (latencyMs === null || latencyMs === undefined) {
            this.lostPings++;
            this.status = 'Timeout';
            this.lastLatency = null;
        } else {
            if (this.latencies.length >= HISTORY_SIZE) {
                this.latencies.shift();
            }
            this.latencies.push(latencyMs);
            this.lastLatency = latencyMs;
            this.status = 'OK';
            this._checkAnomaly(latencyMs);
        }
    }

    _checkAnomaly(latencyMs) {
        if (this.latencies.length < 10) return;

        const mean = this._mean();
        const std = this._stdDev();
        if (std === 0) return;

        const zscore = (latencyMs - mean) / std;
        if (Math.abs(zscore) > ANOMALY_ZSCORE_THRESHOLD) {
            this.anomalies.push({
                time: new Date().toLocaleTimeString(),
                latency: latencyMs,
                zscore,
                mean
            });
            if (this.anomalies.length > 20) {
                this.anomalies.shift();
            }
        }
    }

    get packetLoss() {
        return this.totalPings === 0 ? 0 : (this.lostPings / this.totalPings) * 100;
    }

    _mean() {
        if (this.latencies.length === 0) return 0;
        return this.latencies.reduce((a, b) => a + b, 0) / this.latencies.length;
    }

    _stdDev() {
        if (this.latencies.length === 0) return 0;
        const m = this._mean();
        const variance = this.latencies.reduce((sum, v) => sum + (v - m) ** 2, 0) / this.latencies.length;
        return Math.sqrt(variance);
    }

    _percentile(p) {
        if (this.latencies.length === 0) return 0;
        const sorted = [...this.latencies].sort((a, b) => a - b);
        const index = (p / 100) * (sorted.length - 1);
        const lower = Math.floor(index);
        const upper = Math.ceil(index);
        if (lower === upper) return sorted[lower];
        const frac = index - lower;
        return sorted[lower] * (1 - frac) + sorted[upper] * frac;
    }

    get stats() {
        if (this.latencies.length === 0) {
            return { min: 0, max: 0, mean: 0, median: 0, std: 0, p95: 0, p99: 0 };
        }
        const sorted = [...this.latencies].sort((a, b) => a - b);
        return {
            min: sorted[0],
            max: sorted[sorted.length - 1],
            mean: this._mean(),
            median: this._percentile(50),
            std: this._stdDev(),
            p95: this._percentile(95),
            p99: this._percentile(99)
        };
    }
}

class NetworkLatencyMonitor {
    constructor(hosts) {
        this.hosts = hosts || DEFAULT_HOSTS;
        this.hostStats = {};
        this.running = false;
        this.startTime = null;

        for (const host of this.hosts) {
            this.hostStats[host] = new HostStats(host);
        }
    }

    async pingHost(host) {
        try {
            const result = await ping.promise.probe(host, {
                timeout: PING_TIMEOUT,
                extra: ['-c', '1']
            });

            if (result.alive && result.time !== 'unknown') {
                this.hostStats[host].record(parseFloat(result.time));
            } else {
                this.hostStats[host].record(null);
            }
        } catch (err) {
            this.hostStats[host].record(null);
        }
    }

    async pingAllHosts() {
        const promises = this.hosts.map(host => this.pingHost(host));
        await Promise.all(promises);
    }

    buildSparkline(host) {
        const blocks = ' _.~*';
        const data = this.hostStats[host].latencies.slice(-30);
        if (data.length < 2) return '';

        const min = Math.min(...data);
        const max = Math.max(...data);
        const range = max - min || 1;

        return data.map(v => {
            const idx = Math.round(((v - min) / range) * (blocks.length - 1));
            return blocks[idx];
        }).join('');
    }

    printDashboard() {
        console.clear();

        const elapsed = Math.floor((Date.now() - this.startTime) / 1000);
        const hrs = Math.floor(elapsed / 3600);
        const mins = Math.floor((elapsed % 3600) / 60);
        const secs = elapsed % 60;

        const totalPings = Object.values(this.hostStats).reduce((s, h) => s + h.totalPings, 0);
        const totalLost = Object.values(this.hostStats).reduce((s, h) => s + h.lostPings, 0);
        const totalAnomalies = Object.values(this.hostStats).reduce((s, h) => s + h.anomalies.length, 0);

        console.log(chalk.bold.cyan('='.repeat(120)));
        console.log(chalk.bold.cyan('  NETWORK LATENCY MONITOR'));
        console.log(chalk.gray(
            `  Uptime: ${String(hrs).padStart(2, '0')}:${String(mins).padStart(2, '0')}:${String(secs).padStart(2, '0')} | ` +
            `Hosts: ${this.hosts.length} | Pings: ${totalPings} | Lost: ${totalLost} | Anomalies: ${totalAnomalies}`
        ));
        console.log(chalk.bold.cyan('='.repeat(120)));

        // Main stats table
        const table = new Table({
            head: [
                chalk.white('Host'),
                chalk.white('Status'),
                chalk.white('Last (ms)'),
                chalk.white('Min (ms)'),
                chalk.white('Avg (ms)'),
                chalk.white('Max (ms)'),
                chalk.white('StdDev'),
                chalk.white('P95 (ms)'),
                chalk.white('Loss %'),
                chalk.white('Samples'),
                chalk.white('Trend')
            ],
            colWidths: [18, 9, 10, 10, 10, 10, 9, 10, 9, 9, 32],
            style: { head: [], border: ['gray'] }
        });

        for (const host of this.hosts) {
            const hs = this.hostStats[host];
            const s = hs.stats;

            let statusStr;
            if (hs.status === 'OK') statusStr = chalk.green.bold(' OK ');
            else if (hs.status === 'Timeout') statusStr = chalk.red.bold('TOUT');
            else statusStr = chalk.yellow('WAIT');

            const lastStr = hs.lastLatency !== null ? hs.lastLatency.toFixed(1) : '-';

            let lossStr;
            if (hs.packetLoss > 20) lossStr = chalk.red(hs.packetLoss.toFixed(1) + '%');
            else if (hs.packetLoss > 5) lossStr = chalk.yellow(hs.packetLoss.toFixed(1) + '%');
            else lossStr = chalk.green(hs.packetLoss.toFixed(1) + '%');

            const sparkline = this.buildSparkline(host);

            table.push([
                chalk.cyan(host),
                statusStr,
                lastStr,
                s.min.toFixed(1),
                s.mean.toFixed(1),
                s.max.toFixed(1),
                s.std.toFixed(2),
                s.p95.toFixed(1),
                lossStr,
                hs.latencies.length.toString(),
                chalk.yellow(sparkline)
            ]);
        }

        console.log(table.toString());

        // Anomaly section
        console.log(chalk.bold.red(`\n  ANOMALY DETECTION (Z-score > ${ANOMALY_ZSCORE_THRESHOLD})`));
        console.log(chalk.gray('-'.repeat(120)));

        const allAnomalies = [];
        for (const host of this.hosts) {
            for (const a of this.hostStats[host].anomalies) {
                allAnomalies.push({ ...a, host });
            }
        }

        if (allAnomalies.length === 0) {
            console.log(chalk.gray('  No anomalies detected yet.'));
        } else {
            const recent = allAnomalies.slice(-8);
            for (const a of recent) {
                console.log(
                    chalk.red(`  [${a.time}]`) + ` ${a.host}: ` +
                    chalk.yellow(`${a.latency.toFixed(1)}ms`) +
                    ` (z=${a.zscore > 0 ? '+' : ''}${a.zscore.toFixed(2)}, mean=${a.mean.toFixed(1)}ms)`
                );
            }
        }

        console.log(chalk.gray('\n  Press Ctrl+C to stop'));
    }

    printFinalReport() {
        console.log(chalk.bold.yellow('\n\nFINAL REPORT'));
        console.log('='.repeat(120));

        const reportTable = new Table({
            head: ['Host', 'Pings', 'Loss%', 'Min', 'Mean', 'Median', 'P95', 'P99', 'Max', 'StdDev', 'Anomalies'],
            style: { head: ['cyan'], border: ['gray'] }
        });

        for (const host of this.hosts) {
            const hs = this.hostStats[host];
            const s = hs.stats;
            reportTable.push([
                host,
                hs.totalPings,
                hs.packetLoss.toFixed(1) + '%',
                s.min.toFixed(1),
                s.mean.toFixed(1),
                s.median.toFixed(1),
                s.p95.toFixed(1),
                s.p99.toFixed(1),
                s.max.toFixed(1),
                s.std.toFixed(2),
                hs.anomalies.length
            ]);
        }

        console.log(reportTable.toString());
    }

    async run() {
        this.running = true;
        this.startTime = Date.now();

        process.on('SIGINT', () => {
            this.running = false;
            this.printFinalReport();
            process.exit(0);
        });

        console.log(chalk.bold.green('Network Latency Monitor starting...'));
        console.log(`Monitoring ${this.hosts.length} hosts. Press Ctrl+C to stop.\n`);

        while (this.running) {
            await this.pingAllHosts();
            this.printDashboard();
            await new Promise(resolve => setTimeout(resolve, PING_INTERVAL_MS));
        }
    }
}

// Parse command line arguments
const args = process.argv.slice(2);
const hosts = args.length > 0 ? args : DEFAULT_HOSTS;

const monitor = new NetworkLatencyMonitor(hosts);
monitor.run().catch(err => {
    console.error(chalk.red('Error:'), err.message);
    process.exit(1);
});
package.json
{
  "name": "network-latency-monitor",
  "version": "1.0.0",
  "description": "Network latency monitor with statistics, anomaly detection, and live dashboard",
  "main": "monitor.js",
  "scripts": {
    "start": "node monitor.js",
    "monitor": "node monitor.js"
  },
  "keywords": ["network", "latency", "monitor", "ping", "dashboard"],
  "license": "MIT",
  "dependencies": {
    "ping": "0.4.4",
    "chalk": "4.1.2",
    "cli-table3": "0.6.3"
  }
}