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Mar 16, 2026
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Sqlite2postgres#1
bernoussama merged 7 commits into
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sqlite2postgres

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@bernoussama

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This pull request introduces a comprehensive Cloudflare platform skill into the .agents/skills directory, focusing on a unified developer experience for Cloudflare products—including Workers, storage, AI, networking, security, and infrastructure-as-code. It adds a detailed skill manifest, extensive product decision trees, and in-depth documentation for the new Cloudflare Agents SDK, covering API usage, configuration, and integration patterns. The changes also set up symlinks to make these skills available to the agent platform.

Cloudflare Platform Skill Integration

  • Added a new cloudflare skill to .agents/skills with a detailed SKILL.md manifest. This includes product decision trees, retrieval best practices, and a comprehensive index of Cloudflare features and references for developer use.
  • Created symlinks in .agent/skills/ for cloudflare and skill-creator to their respective directories in .agents/skills/ for agent platform compatibility. [1] [2]

Cloudflare Agents SDK Documentation

  • Added a full reference for the Cloudflare Agents SDK, including:
    • Overview and value proposition (README.md): Explains agent types, use cases, and quick start examples for AI and base agents.
    • API documentation (api.md): Covers agent classes, lifecycle hooks, state management, SQL, scheduling, RPC, connections, AI integration, MCP, and client React hooks.
    • Configuration guide (configuration.md): Details wrangler setup, environment bindings, deployment, agent/email routing, AI Gateway, and MCP configuration.

Copilot AI review requested due to automatic review settings March 14, 2026 01:10
@bernoussama

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@codex[agent]

@Codex

Codex AI commented Mar 14, 2026

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@bernoussama I've opened a new pull request, #2, to work on those changes. Once the pull request is ready, I'll request review from you.

@bernoussama

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@codex

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Summary of Changes

Hello, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a new Cloudflare platform skill to enhance the developer experience within the agent platform. It includes detailed documentation for the Cloudflare Agents SDK and sets up necessary symlinks for platform compatibility, aiming to consolidate and streamline Cloudflare development tasks.

Highlights

  • Cloudflare Platform Skill Integration: Adds a new cloudflare skill to the .agents/skills directory, providing a unified developer experience for Cloudflare products.
  • Comprehensive Skill Manifest: Includes a detailed skill manifest with product decision trees, retrieval best practices, and a comprehensive index of Cloudflare features.
  • Agents SDK Documentation: Adds a full reference for the Cloudflare Agents SDK, covering overview, API documentation, and configuration guide.
  • Symlink Setup: Sets up symlinks to make the new cloudflare and skill-creator skills available to the agent platform.

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Changelog
  • .agent/skills/cloudflare
    • Added a symlink to the cloudflare skill directory.
  • .agent/skills/skill-creator
    • Added a symlink to the skill-creator skill directory.
  • .agents/skills/cloudflare/SKILL.md
    • Added a comprehensive skill manifest for the Cloudflare platform, including decision trees and retrieval sources.
  • .agents/skills/cloudflare/references/agents-sdk/README.md
    • Added an overview and value proposition for the Cloudflare Agents SDK.
  • .agents/skills/cloudflare/references/agents-sdk/api.md
    • Added API documentation for the Cloudflare Agents SDK, covering agent classes and lifecycle hooks.
  • .agents/skills/cloudflare/references/agents-sdk/configuration.md
    • Added a configuration guide for the Cloudflare Agents SDK, detailing wrangler setup and environment bindings.
  • .agents/skills/cloudflare/references/agents-sdk/gotchas.md
    • Added a troubleshooting guide for the Cloudflare Agents SDK, addressing common errors and best practices.
  • .agents/skills/cloudflare/references/agents-sdk/patterns.md
    • Added common workflows and use cases for the Cloudflare Agents SDK.
  • .agents/skills/cloudflare/references/ai-gateway/README.md
    • Added documentation for Cloudflare AI Gateway, covering setup, integration, and features.
  • .agents/skills/cloudflare/references/ai-gateway/configuration.md
    • Added configuration details for Cloudflare AI Gateway, including dashboard setup and API tokens.
  • .agents/skills/cloudflare/references/ai-gateway/dynamic-routing.md
    • Added information on dynamic routing within Cloudflare AI Gateway, including fallbacks and A/B testing.
  • .agents/skills/cloudflare/references/ai-gateway/features.md
    • Added details on features of Cloudflare AI Gateway, such as caching and rate limits.
  • .agents/skills/cloudflare/references/ai-gateway/sdk-integration.md
    • Added SDK integration patterns for Cloudflare AI Gateway, including Vercel AI SDK and OpenAI SDK.
  • .agents/skills/cloudflare/references/ai-gateway/troubleshooting.md
    • Added troubleshooting tips for Cloudflare AI Gateway, covering debugging and error handling.
  • .agents/skills/cloudflare/references/ai-search/README.md
    • Added an overview of Cloudflare AI Search, including its features and use cases.
  • .agents/skills/cloudflare/references/ai-search/api.md
    • Added API reference for Cloudflare AI Search, detailing endpoints and TypeScript interfaces.
  • .agents/skills/cloudflare/references/ai-search/configuration.md
    • Added configuration instructions for Cloudflare AI Search, covering data sources and wrangler setup.
  • .agents/skills/cloudflare/references/ai-search/gotchas.md
    • Added troubleshooting tips for Cloudflare AI Search, covering common issues and limits.
  • .agents/skills/cloudflare/references/ai-search/patterns.md
    • Added common patterns and use cases for Cloudflare AI Search.
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Pull request overview

Adds a large set of Cloudflare “skill” reference documents (decision trees, configuration, API references, patterns, gotchas) under .agents/skills/cloudflare, plus symlinks under .agent/skills/ to expose the skills to the agent platform.

Changes:

  • Introduces many new Cloudflare product reference docs (Workers/Pages, storage, observability, security, networking, etc.).
  • Adds Agents SDK documentation + configuration guidance.
  • Adds .agent/skills/* symlinks pointing back to .agents/skills/*.

Reviewed changes

Copilot reviewed 141 out of 432 changed files in this pull request and generated 11 comments.

Show a summary per file
File Description
.agents/skills/cloudflare/references/pages-functions/README.md Adds Pages Functions overview + routing decision trees
.agents/skills/cloudflare/references/observability/patterns.md Adds observability implementation patterns
.agents/skills/cloudflare/references/observability/gotchas.md Adds observability troubleshooting + limits/pricing notes
.agents/skills/cloudflare/references/observability/configuration.md Adds observability configuration examples
.agents/skills/cloudflare/references/observability/api.md Adds observability API + SQL examples
.agents/skills/cloudflare/references/observability/README.md Adds observability index/decision tree
.agents/skills/cloudflare/references/network-interconnect/patterns.md Adds CNI patterns + HA guidance
.agents/skills/cloudflare/references/network-interconnect/configuration.md Adds CNI configuration workflow + monitoring
.agents/skills/cloudflare/references/network-interconnect/README.md Adds CNI overview + automation boundaries
.agents/skills/cloudflare/references/miniflare/gotchas.md Adds Miniflare limitations + troubleshooting
.agents/skills/cloudflare/references/miniflare/configuration.md Adds Miniflare configuration reference
.agents/skills/cloudflare/references/miniflare/README.md Adds Miniflare usage decision tree + quick start
.agents/skills/cloudflare/references/kv/gotchas.md Adds KV troubleshooting + limits/cost notes
.agents/skills/cloudflare/references/kv/configuration.md Adds KV setup + bindings + REST examples
.agents/skills/cloudflare/references/kv/README.md Adds KV overview + API summary
.agents/skills/cloudflare/references/images/patterns.md Adds Images transform/upload patterns
.agents/skills/cloudflare/references/images/gotchas.md Adds Images limits + common errors
.agents/skills/cloudflare/references/images/api.md Adds Images binding + REST + URL APIs
.agents/skills/cloudflare/references/images/README.md Adds Images index + navigation
.agents/skills/cloudflare/references/hyperdrive/gotchas.md Adds Hyperdrive troubleshooting + limits
.agents/skills/cloudflare/references/hyperdrive/api.md Adds Hyperdrive driver/API examples + caching notes
.agents/skills/cloudflare/references/hyperdrive/README.md Adds Hyperdrive overview + quick start
.agents/skills/cloudflare/references/graphql-api/gotchas.md Adds GraphQL analytics troubleshooting + limits
.agents/skills/cloudflare/references/graphql-api/configuration.md Adds GraphQL auth + client setup examples
.agents/skills/cloudflare/references/email-workers/patterns.md Adds Email Workers patterns (parse/filter/reply/etc.)
.agents/skills/cloudflare/references/email-workers/gotchas.md Adds Email Workers pitfalls + security notes
.agents/skills/cloudflare/references/email-workers/configuration.md Adds Email Workers wrangler + deps setup
.agents/skills/cloudflare/references/email-routing/README.md Adds Email Routing overview + quick start
.agents/skills/cloudflare/references/do-storage/configuration.md Adds DO storage backend + migrations guidance
.agents/skills/cloudflare/references/do-storage/api.md Adds DO storage SQL/KV API reference
.agents/skills/cloudflare/references/do-storage/README.md Adds DO storage overview + reading order
.agents/skills/cloudflare/references/ddos/gotchas.md Adds DDoS troubleshooting + limits
.agents/skills/cloudflare/references/ddos/configuration.md Adds DDoS configuration + rule structure
.agents/skills/cloudflare/references/ddos/README.md Adds DDoS overview + plan availability
.agents/skills/cloudflare/references/d1/gotchas.md Adds D1 troubleshooting + tier limits
.agents/skills/cloudflare/references/d1/README.md Adds D1 overview + usage patterns
.agents/skills/cloudflare/references/cron-triggers/README.md Adds Cron Triggers overview + quick start
.agents/skills/cloudflare/references/containers/README.md Adds Containers overview + routing patterns
.agents/skills/cloudflare/references/cache-reserve/configuration.md Adds Cache Reserve enablement + IaC examples
.agents/skills/cloudflare/references/c3/patterns.md Adds create-cloudflare workflows + CI patterns
.agents/skills/cloudflare/references/c3/gotchas.md Adds create-cloudflare troubleshooting
.agents/skills/cloudflare/references/c3/configuration.md Adds create-cloudflare generated config notes
.agents/skills/cloudflare/references/c3/api.md Adds create-cloudflare flag reference
.agents/skills/cloudflare/references/c3/README.md Adds create-cloudflare overview + decision tree
.agents/skills/cloudflare/references/browser-rendering/patterns.md Adds Browser Rendering patterns
.agents/skills/cloudflare/references/browser-rendering/gotchas.md Adds Browser Rendering troubleshooting + limits
.agents/skills/cloudflare/references/browser-rendering/configuration.md Adds Browser Rendering setup examples
.agents/skills/cloudflare/references/browser-rendering/api.md Adds Browser Rendering REST + binding API reference
.agents/skills/cloudflare/references/browser-rendering/README.md Adds Browser Rendering overview + navigation
.agents/skills/cloudflare/references/bot-management/README.md Adds Bot Management overview + patterns
.agents/skills/cloudflare/references/bindings/README.md Adds Workers bindings catalog + selection guide
.agents/skills/cloudflare/references/argo-smart-routing/patterns.md Adds Argo Smart Routing patterns + validation
.agents/skills/cloudflare/references/argo-smart-routing/gotchas.md Adds Argo Smart Routing troubleshooting
.agents/skills/cloudflare/references/argo-smart-routing/README.md Adds Argo Smart Routing overview
.agents/skills/cloudflare/references/api/configuration.md Adds Cloudflare API + SDK configuration guidance
.agents/skills/cloudflare/references/api/README.md Adds Cloudflare API integration overview
.agents/skills/cloudflare/references/api-shield/gotchas.md Adds API Shield troubleshooting + limits
.agents/skills/cloudflare/references/api-shield/api.md Adds API Shield endpoint reference + Workers fields
.agents/skills/cloudflare/references/api-shield/README.md Adds API Shield overview
.agents/skills/cloudflare/references/analytics-engine/patterns.md Adds Analytics Engine patterns + schema template
.agents/skills/cloudflare/references/analytics-engine/gotchas.md Adds Analytics Engine gotchas + limits
.agents/skills/cloudflare/references/analytics-engine/configuration.md Adds Analytics Engine binding configuration
.agents/skills/cloudflare/references/analytics-engine/api.md Adds Analytics Engine API reference + SQL examples
.agents/skills/cloudflare/references/analytics-engine/README.md Adds Analytics Engine overview + decision guidance
.agents/skills/cloudflare/references/ai-search/patterns.md Adds AI Search patterns (filters/streaming/rerank)
.agents/skills/cloudflare/references/ai-search/gotchas.md Adds AI Search gotchas + limits
.agents/skills/cloudflare/references/ai-search/configuration.md Adds AI Search setup + token guidance
.agents/skills/cloudflare/references/ai-search/api.md Adds AI Search API reference
.agents/skills/cloudflare/references/ai-search/README.md Adds AI Search overview + comparisons
.agents/skills/cloudflare/references/ai-gateway/troubleshooting.md Adds AI Gateway troubleshooting
.agents/skills/cloudflare/references/ai-gateway/sdk-integration.md Adds AI Gateway SDK integration examples
.agents/skills/cloudflare/references/ai-gateway/features.md Adds AI Gateway features/capabilities overview
.agents/skills/cloudflare/references/ai-gateway/dynamic-routing.md Adds AI Gateway dynamic routing overview
.agents/skills/cloudflare/references/ai-gateway/configuration.md Adds AI Gateway setup + auth modes
.agents/skills/cloudflare/references/agents-sdk/configuration.md Adds Agents SDK wrangler/env/routing setup
.agents/skills/cloudflare/references/agents-sdk/README.md Adds Agents SDK overview + quick start
.agent/skills/skill-creator Adds symlink for agent platform compatibility
.agent/skills/cloudflare Adds symlink for agent platform compatibility

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Comment thread .agent/skills/cloudflare
@@ -0,0 +1 @@
../../.agents/skills/cloudflare No newline at end of file
-H "Authorization: Bearer $CF_API_TOKEN" \
-H "Content-Type: application/json" \
--data '{
"query": "query($zoneTag: string!, $start: Time!, $end: Time!) { viewer { zones(filter: {zoneTag: $zoneTag}) { httpRequestsAdaptiveGroups(filter: {datetime_gt: $start, datetime_lt: $end}, limit: 10, orderBy: [datetimeFiveMinutes_DESC]) { count dimensions { datetimeFiveMinutes } } } } }",
Comment on lines +9 to +19
query {
viewer {
accounts(filter: { accountTag: $accountId }) {
workersInvocationsAdaptive(
limit: 100
filter: {
datetime_geq: "2025-01-01T00:00:00Z"
datetime_leq: "2025-01-31T23:59:59Z"
scriptName: "my-worker"
}
) {
## Quick Decision Tree

**Need to:**
- **Transform in Worker?** → [api.md](api.md#workers-binding-api-2026-primary-method) (Workers Binding API)

**For building image upload/transform feature:**
1. [configuration.md](configuration.md) - Setup Workers binding
2. [api.md](api.md#workers-binding-api-2026-primary-method) - Learn transform API
export default {
async email(message, env, ctx) {
const buffer = await new Response(message.raw).arrayBuffer();
const email = await PostalMime.parse(buffer);
Comment on lines +13 to +17
buffer.count++; buffer.total += value;

// Write once per second instead of per request
if (Date.now() % 1000 === 0) {
env.ANALYTICS.writeDataPoint({ doubles: [buffer.count, buffer.total] });
Comment on lines +56 to +61
| `get(keys, type?)` | Bulk read (≤100) | `Map<string, T \| null>` |
| `put(key, value, options?)` | Write | `Promise<void>` |
| `delete(key)` | Delete | `Promise<void>` |
| `list(options?)` | List keys | `{ keys, list_complete, cursor? }` |
| `getWithMetadata(key)` | Get + metadata | `{ value, metadata }` |


# Common commands that use API
wrangler deploy # Uploads worker via API
wrangler kv:key put # KV operations
{
"name": "email-worker",
"main": "src/index.ts",
"compatibility_date": "2025-01-27",

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Code Review

This pull request introduces a comprehensive Cloudflare platform skill, adding a vast amount of documentation for various Cloudflare products. The structure is excellent, with detailed references for APIs, configuration, patterns, and common gotchas. My review focuses on improving consistency, fixing a few broken links, and clarifying some code examples to make them more complete and easier for developers to use. The PR title seems unrelated to the content, which might be worth correcting for clarity.

```ts
onStart() {
// Re-register MCP servers after hibernation
await this.mcp.registerServer("github", { url: env.MCP_URL, auth: {...} });

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high

The code example uses env.MCP_URL, but within a class method, environment variables are typically accessed via this.env. This should be corrected to this.env.MCP_URL to be accurate.

Suggested change
await this.mcp.registerServer("github", { url: env.MCP_URL, auth: {...} });
await this.mcp.registerServer("github", { url: this.env.MCP_URL, auth: {...} });

1. **Never use `any` for env:**
```typescript
// ❌ BAD
async fetch(request: Request, env: any) { }

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high

This example uses env: any, which is explicitly called out as a bad practice in the line just before it. To maintain consistency and promote best practices, it should be env: Env.

Suggested change
async fetch(request: Request, env: any) { }
async fetch(request: Request, env: Env) { }

}
```

**⚠️ Don't override `alarm()` directly when using `schedule()` helper.**

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high

The comment mentions the schedule() helper, but this helper is part of the Agent class from the agents-sdk, not the Container class, which extends DurableObject. Durable Objects use setAlarm() and alarm(). This comment is misleading and should be removed or corrected to refer to the appropriate alarm API for Durable Objects.

Comment on lines +86 to +89
- durable-objects - Agent infrastructure
- d1 - External database integration
- workers-ai - AI model integration
- vectorize - Vector search for RAG patterns No newline at end of file

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medium

For consistency with other reference files like SKILL.md, it would be clearer to add a trailing slash to these directory references (e.g., durable-objects/). This makes it explicit that they are directories.

Suggested change
- durable-objects - Agent infrastructure
- d1 - External database integration
- workers-ai - AI model integration
- vectorize - Vector search for RAG patterns
- [durable-objects/](./durable-objects/) - Agent infrastructure
- [d1/](./d1/) - External database integration
- [workers-ai/](./workers-ai/) - AI model integration
- [vectorize/](./vectorize/) - Vector search for RAG patterns

Comment on lines +10 to +28
import { AIChatAgent } from "agents";
import { openai } from "@ai-sdk/openai";

export class ChatAgent extends AIChatAgent<Env> {
async onChatMessage(onFinish) {
return this.streamText({
model: openai("gpt-4"),
messages: this.messages, // Auto-managed message history
tools: {
getWeather: {
description: "Get weather",
parameters: z.object({ city: z.string() }),
execute: async ({ city }) => `Sunny, 72°F in ${city}`
}
},
onFinish, // Persist response to this.messages
});
}
}

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medium

The code example uses z for schema validation, which implies the zod library. However, zod is not imported in the snippet. Adding the import would make the example self-contained and easier to understand.

Suggested change
import { AIChatAgent } from "agents";
import { openai } from "@ai-sdk/openai";
export class ChatAgent extends AIChatAgent<Env> {
async onChatMessage(onFinish) {
return this.streamText({
model: openai("gpt-4"),
messages: this.messages, // Auto-managed message history
tools: {
getWeather: {
description: "Get weather",
parameters: z.object({ city: z.string() }),
execute: async ({ city }) => `Sunny, 72°F in ${city}`
}
},
onFinish, // Persist response to this.messages
});
}
}
import { AIChatAgent } from "agents";
import { openai } from "@ai-sdk/openai";
import { z } from "zod";
export class ChatAgent extends AIChatAgent<Env> {
async onChatMessage(onFinish) {
return this.streamText({
model: openai("gpt-4"),
messages: this.messages, // Auto-managed message history
tools: {
getWeather: {
description: "Get weather",
parameters: z.object({ city: z.string() }),
execute: async ({ city }) => `Sunny, 72°F in ${city}`
}
},
onFinish, // Persist response to this.messages
});
}
}

Comment on lines +120 to +121
const stream = await client.chat.completions.create({model: "gpt-4", messages, stream: true});
for await (const chunk of stream) conn.send(JSON.stringify({chunk: chunk.choices[0].delta.content}));

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medium

The client variable is used here but is not defined within the code snippet. To make this example more complete and understandable, please consider adding an example of how client (presumably an OpenAI client instance) would be initialized.

Suggested change
const stream = await client.chat.completions.create({model: "gpt-4", messages, stream: true});
for await (const chunk of stream) conn.send(JSON.stringify({chunk: chunk.choices[0].delta.content}));
const stream = await client.chat.completions.create({model: "gpt-4", messages, stream: true});
for await (const chunk of stream) conn.send(JSON.stringify({chunk: chunk.choices[0]?.delta?.content}));

Comment on lines +68 to +74
const client = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
baseURL: `https://gateway.ai.cloudflare.com/v1/${accountId}/${gatewayId}/compat`,
defaultHeaders: {
'cf-aig-authorization': `Bearer ${cfToken}` // For authenticated gateways
}
});

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medium

The variables accountId, gatewayId, and cfToken are used here without being defined. For the example to be clear and runnable, please define these variables, likely from environment variables (e.g., process.env.CF_ACCOUNT_ID).

Suggested change
const client = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
baseURL: `https://gateway.ai.cloudflare.com/v1/${accountId}/${gatewayId}/compat`,
defaultHeaders: {
'cf-aig-authorization': `Bearer ${cfToken}` // For authenticated gateways
}
});
const accountId = process.env.CF_ACCOUNT_ID;
const gatewayId = process.env.CF_GATEWAY_ID;
const cfToken = process.env.CF_API_TOKEN;
const client = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
baseURL: `https://gateway.ai.cloudflare.com/v1/${accountId}/${gatewayId}/compat`,
defaultHeaders: {
'cf-aig-authorization': `Bearer ${cfToken}` // For authenticated gateways
}
});

Comment on lines +14 to +16
# Headers required
X-Auth-Email: user@example.com
Authorization: Bearer YOUR_API_TOKEN

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medium

The authentication example includes both X-Auth-Email and Authorization: Bearer YOUR_API_TOKEN. This is confusing as typically only one method is used. The recommended approach is using an API Token. Please clarify that these are alternatives or remove the legacy X-Auth-Email header for clarity.

Suggested change
# Headers required
X-Auth-Email: user@example.com
Authorization: Bearer YOUR_API_TOKEN
# Headers required
Authorization: Bearer YOUR_API_TOKEN

"$schema": "https://raw.githubusercontent.com/cloudflare/workers-sdk/main/packages/wrangler/config-schema.json",
"name": "my-app",
"main": "src/index.ts",
"compatibility_date": "2026-01-27"

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medium

The compatibility_date is set to a future date ("2026-01-27"). While this can enable upcoming features, it might be confusing for users and could introduce unexpected behavior if breaking changes are released. It's generally safer to recommend using the current date or a recent, known-stable date.

## Quick Decision Tree

**Need to:**
- **Transform in Worker?** → [api.md](api.md#workers-binding-api-2026-primary-method) (Workers Binding API)

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medium

The link [api.md](api.md#workers-binding-api-2026-primary-method) is broken because the anchor #workers-binding-api-2026-primary-method does not exist in api.md. Please update it to point to the correct section, which appears to be ## Workers Binding API.

Suggested change
- **Transform in Worker?**[api.md](api.md#workers-binding-api-2026-primary-method) (Workers Binding API)
- **Transform in Worker?**[api.md](api.md#workers-binding-api) (Workers Binding API)

@bernoussama
bernoussama merged commit cd6dc6b into master Mar 16, 2026
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3 participants