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Fresh App Debugging: AI-Optimized Technical Reference

Critical Configuration Requirements

Import System Configuration

Production Requirements:

  • Fresh 2.0 requires JSR imports: jsr:@fresh/core@2.0.0-beta.1/
  • Old deno.land/x URLs break with 90% frequency
  • Import maps require trailing slashes for directory imports
  • Cache corruption occurs weekly in active development

Working Import Map (deno.json):

{
  "imports": {
    "$fresh/": "jsr:@fresh/core@2.0.0-beta.1/",
    "preact": "https://esm.sh/preact@10.19.2",
    "preact/": "https://esm.sh/preact@10.19.2/"
  }
}

Cache Reset Process (fixes 90% of import issues):

rm -rf ~/.cache/deno .deno
deno cache --reload main.ts

Middleware Signature Breaking Changes

Fresh 1.x to 2.0 Migration Impact:

  • All middleware signatures changed from (req: Request, ctx: FreshContext) to (ctx: FreshContext)
  • Request object now accessed via ctx.req
  • Zero backward compatibility - requires manual rewrite

Migration Pattern:

// Before (Fresh 1.x)
export const handler = (req: Request, ctx: FreshContext) => {
  const userAgent = req.headers.get("user-agent");
  return ctx.next();
};

// After (Fresh 2.0)
export const handler = (ctx: FreshContext) => {
  const userAgent = ctx.req.headers.get("user-agent");
  return ctx.next();
};

Database Connection Requirements

Connection Pooling (Critical for Production)

Problem: New connections take 100-200ms each request
Solution Impact: Reduces response time by 80-90%

Implementation Requirements:

import { Pool } from "https://deno.land/x/postgres@v0.17.0/mod.ts";

const pool = new Pool({
  hostname: Deno.env.get("DB_HOST"),
  database: Deno.env.get("DB_NAME"),
  username: Deno.env.get("DB_USER"),
  password: Deno.env.get("DB_PASSWORD"),
}, 3, true); // 3 connections, lazy connect

export const handler: Handlers = {
  async GET() {
    const client = await pool.connect();
    try {
      const result = await client.queryArray("SELECT * FROM users");
      return Response.json(result.rows);
    } finally {
      client.release(); // Critical: Always release
    }
  }
};

Edge Database Requirements

Performance Thresholds:

  • US East to Europe: 300ms+ connection time
  • Connection timeout default: 30 seconds
  • Memory limit (Deno Deploy free): 128MB

Recommended Edge Databases:

  • Neon: PostgreSQL with connection pooling
  • PlanetScale: MySQL at edge locations
  • Turso: SQLite distributed globally
  • Deno KV: Built-in key-value store

Environment Variable Issues

Deno Deploy Limitations

Critical Timing Issue: Environment variables sync takes 30+ seconds
Debugging Impact: Causes false positive "missing variable" errors
Validation Requirements:

const requiredEnvVars = ["DATABASE_URL", "API_KEY", "SECRET_KEY"];
const missing = requiredEnvVars.filter(key => !Deno.env.get(key));

if (missing.length > 0) {
  console.error(`Missing environment variables: ${missing.join(", ")}`);
  Deno.exit(1);
}

Island Component Constraints

Server-Only Import Restrictions

Failure Patterns:

  • File system access (readFileSync, Deno.readTextFile)
  • Database clients in island components
  • Node.js APIs (node:fs, node:path)
  • Deno namespace access

Hydration Mismatch Prevention:

// ❌ Breaks hydration
import { readFileSync } from "node:fs";

export default function UserProfile() {
  const config = readFileSync("./config.json"); // Server-only
  return <div>{config}</div>;
}

// ✅ Proper pattern
export const handler: Handlers = {
  async GET(ctx) {
    const config = await Deno.readTextFile("./config.json");
    return ctx.render({ config });
  }
};

export default function ProfilePage({ data }: PageProps) {
  return <UserProfile config={data.config} />;
}

Fresh 2.0 Specific Failures

Plugin Compatibility Issues

Breaking Change Impact: All Fresh 1.x plugins incompatible
Error Patterns:

  • plugin.render is not a function
  • Module not found "https://deno.land/x/fresh@1.6.8/plugin.ts"
  • Multiple copies of preact are used at the same time

Migration Strategy:

// Fresh 1.x plugin (broken)
const authPlugin: Plugin = {
  name: "auth",
  middlewares: [/* complex plugin object */]
};

// Fresh 2.0 approach (working)
function authPlugin(app: FreshApp) {
  app.use(async (ctx) => {
    const token = ctx.req.headers.get("authorization");
    if (!token && ctx.url.pathname.startsWith("/dashboard")) {
      return Response.redirect("/login");
    }
    if (token) {
      ctx.state.user = await verifyToken(token);
    }
    return ctx.next();
  });
}

Vite Integration Problems

September 2025 Issues:

  • Bundle size limits on Cloudflare Workers
  • WebSocket upgrade request failures
  • Base path configuration errors

Required Vite Configuration:

// vite.config.ts
import { defineConfig } from "vite";
import { fresh } from "@fresh/plugin-vite";

export default defineConfig({
  plugins: [fresh()],
  optimizeDeps: {
    include: ["preact", "preact/hooks"] // Explicit inclusion required
  }
});

Performance Debugging Requirements

Slow Route Detection

Threshold: Routes >100ms considered slow
User Impact: Routes >200ms cause user abandonment

Implementation:

export const performanceMiddleware = async (ctx: FreshContext) => {
  const start = performance.now();
  const response = await ctx.next();
  const duration = performance.now() - start;

  if (duration > 100) {
    console.warn(`SLOW ROUTE: ${ctx.req.method} ${ctx.url.pathname} took ${duration.toFixed(2)}ms`);
  }

  return response;
};

Memory Leak Detection

Critical Threshold: 100MB RSS usage
Deno Deploy Limit: 128MB kills process

Monitoring Pattern:

setInterval(() => {
  const memUsage = Deno.memoryUsage();
  if (memUsage.rss > 100 * 1024 * 1024) { // 100MB
    console.warn(`HIGH MEMORY: ${(memUsage.rss / 1024 / 1024).toFixed(2)}MB`);
  }
}, 30000); // Every 30 seconds

Error Handling Patterns

Global Error Capture

Production Requirements:

globalThis.addEventListener("error", (event) => {
  console.error("Global error:", {
    message: event.error?.message,
    stack: event.error?.stack,
    filename: event.filename,
    lineno: event.lineno,
    timestamp: new Date().toISOString()
  });
});

globalThis.addEventListener("unhandledrejection", (event) => {
  console.error("Unhandled promise rejection:", {
    reason: event.reason,
    timestamp: new Date().toISOString()
  });
});

Common Failure Scenarios

Import Resolution (90% of Issues)

Root Causes by Frequency:

  1. Fresh 2.0 JSR migration (40%)
  2. Import map conflicts (25%)
  3. Cache corruption (15%)
  4. Case sensitivity (Linux deployment) (10%)

Resolution Priority:

  1. Clear all caches
  2. Fix import map syntax
  3. Update Fresh version references
  4. Check file path case sensitivity

Database Timeouts (Production Reality)

Failure Conditions:

  • Edge function to database >200ms latency
  • New connection per request pattern
  • Connection pool exhaustion
  • Environment variable sync delays

Mitigation Requirements:

  • Use connection pooling (mandatory)
  • Choose edge-optimized databases
  • Implement connection retry logic
  • Monitor connection counts

Development vs Production Differences

Common Disparities:

  • Local database (1ms) vs production (300ms)
  • Memory unlimited vs 128MB limit
  • Environment variable availability
  • Deno version mismatches
  • Module cache differences

Debugging Tool Effectiveness

Tool Success Rate Setup Time Production Safe Best Use Case
console.log 90% 0 minutes Yes Initial debugging
Chrome DevTools 95% 15 minutes No Complex issues
Cache clearing 80% 1 minute Yes Import problems
Connection pooling 85% 30 minutes Yes Database issues
Performance middleware 70% 15 minutes Yes Speed optimization

Version Compatibility Matrix

Fresh Version Deno Version Breaking Changes Migration Effort
1.x 1.x N/A N/A
2.0 2.0+ Middleware signatures, imports High (2-3 days)
2.0 + Vite 2.0+ Additional bundle issues Very High (1 week)

Critical Resource Requirements

Minimum Production Specs:

  • Memory: 128MB (Deno Deploy limit)
  • Database connections: 3-5 pool size
  • Response time target: <200ms
  • Error rate threshold: <1%

Performance Benchmarks:

  • Route response: <100ms (good), <200ms (acceptable)
  • Database query: <50ms (good), <100ms (acceptable)
  • Memory usage: <100MB (safe), >120MB (critical)
  • Import resolution: <1s (acceptable), >5s (broken)

Emergency Recovery Procedures

Complete Cache Reset

rm -rf ~/.cache/deno ~/.deno .deno
deno cache --reload main.ts
deno task start

Minimal Fresh Test

deno run -Ar jsr:@fresh/init@2.0.0-beta.1 test-app
cd test-app
deno task start

Fresh 1.x Rollback

git log --oneline | head -10
git reset --hard <working-commit>
# Manually revert JSR imports to deno.land/x

This technical reference provides AI-consumable debugging intelligence for Fresh applications, focusing on actionable solutions for common production failures.

Useful Links for Further Investigation

Essential Fresh Debugging Resources (Links That Don't Suck)

LinkDescription
Fresh GitHub RepositoryActually useful debugging docs. Unlike most framework documentation, this doesn't suck and has real examples you can copy-paste.
Fresh GitHub IssuesSearch here first before asking dumb questions. The maintainers actually respond and don't just close issues with "works on my machine."
Fresh Discord CommunityBest place to get help when you're stuck. The maintainers actually help instead of being condescending assholes like most framework communities.
Deno Deploy Logs DashboardWhere your console.log output goes in production. Actually better than AWS CloudWatch, which requires a PhD to navigate.
VS Code Setup GuideInstall this or your imports will be fucked. Proper TypeScript support that actually works, unlike the Node.js extensions.
Fresh Core JSR PackageWhat's actually available in Fresh 2.0. Use this to stop importing shit you don't need from npm.
Fresh Examples DocumentationHow to unfuck your Fresh 1.x app. Essential reading if you're dealing with the 2.0 migration shitshow.
Chrome DevTools ProtocolDeep debugging wizardry. Most developers will never need this, but when you do, you really fucking do.
Deno Environment SetupLSP integration guide for editors. Fix import resolution and IntelliSense issues.
Stack Overflow - Deno Fresh TagWhere people ask Fresh questions and get told to "just use React." Actually has some useful answers if you dig.
Deno Community ForumLess chaotic than Discord, more formal than GitHub issues. Good for "why the fuck is this happening" questions.
Fresh Documentation WikiWorking code examples for common patterns. Copy-paste friendly and actually maintained.
Deno Configuration GuideResolve import path issues. Most Fresh errors stem from import map configuration problems.
Deno Performance GuideOfficial performance optimization guide. Focus on database connections and memory usage.
Web.dev Performance MetricsWeb performance standards. Fresh apps should nail these by default - debug if they don't.
Deno Deploy DocumentationEdge deployment regions. Choose regions close to your database for better performance.
Lighthouse CIAutomated performance testing. Catch performance regressions in Fresh apps during deployment.
PostgreSQL with DenoLearn this or your database connections will fuck you. Most Fresh database issues come from creating new connections every request like an idiot.
Neon Database DocumentationPostgreSQL that doesn't hate edge functions. Actually works with Deno Deploy without weird connection issues.
PlanetScale DocumentationMySQL for when you need database branches (it's pretty cool). Works better globally than traditional MySQL.
Deno KV GuideBuilt-in key-value store. Perfect for caching and session management in Fresh apps.
Deno Testing GuideBuilt-in testing framework. Write tests that actually catch bugs before production.
Fresh Testing PatternsHow the Fresh team tests Fresh itself. Copy their patterns for reliable testing.
Playwright for DenoEnd-to-end testing for Fresh applications. Test the full user experience including island hydration.
Fresh Deployment TutorialComplete deployment guide with environment variable management and monitoring setup.
GitHub Actions for DenoCI/CD setup for Fresh applications. Automate testing and deployment without breaking things.
Docker Hub DenoContainer deployment if you can't use Deno Deploy. Loses edge benefits but works for enterprise requirements.
Chrome DevTools TipsMaster the debugging tools. Most Fresh runtime issues can be solved with proper DevTools usage.
VS Code Debugging GuideIDE debugging configuration for Fresh projects. Set up breakpoints and step-through debugging.
Git Bisect TutorialFind when bugs were introduced. Essential when Fresh updates break existing functionality.
Deno Standard LibraryComplete runtime reference for understanding how Fresh operates under the hood.
Deno Main SiteSource code and latest development activity. Check for recent fixes and upcoming features.

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