unclecode

Hey Maysam — Some Feedback on Your Recent PRs

First off, I want to say thanks for the effort you're putting into crawl4ai. You clearly care about the project and you're picking real issues that matter. Two of your PRs got merged today (#1829, #1824), and the fixes in them are solid. I want to share some feedback that'll help us work together more smoothly going forward.

What's Working Well

You pick real problems. MCP SSE crash, screenshot distortion, deep crawl timeouts, a CVSS 10.0 Redis CVE — these are all things users actually hit. That matters a lot.

Your fixes are technically sound. window.stop() before session reuse, CSS dimension freezing for screenshots, raw ASGI Route for the MCP handler — all correct approaches. You understand the codebase.

unclecode

Handoff Resume

Resume work from a previous session's handoff document. Read, understand, summarize, and WAIT for user confirmation before taking any action.

Optional argument: If $ARGUMENTS is provided, use it as an alternative path to the handoff file (e.g., /handoff:resume .context/HANDOFF-feature.md).

Instructions

Step 1: Locate and Read Context Files

unclecode

Handoff Create

Generate a comprehensive session handoff document optimized for Claude Code (AI), not humans. This document must capture everything needed for a fresh session to seamlessly continue work without context loss or repeating mistakes.

Optional argument: If $ARGUMENTS is provided, use it as the session focus/context hint (e.g., /handoff:create clipboard mode implementation).

Instructions

1. Check for existing HANDOFF.md and make a decision:

• Look for HANDOFF.md in project root

unclecode

Tech Digest - January 04, 2026

2 curated items with deep-dive analysis

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1. WhatsApp REST API: Programmatic Message Sending Without Official API Costs

@tom_doerr (Tom Dörr)

unclecode

Tech Digest - January 4, 2026

Curated tweets with deep-dive analysis of linked content

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1. AgentFS: A Filesystem Built for AI Agents

@penberg (Pekka Enberg)

unclecode

Session Handoff

Generated: 2026-01-04 Session Focus: Timeline Curation System with Preference-Based Classification Previous handoff: merged - preserved API context, added curation workflow

MANDATORY FIRST STEPS

• Read PREFERENCES.md - contains all classification rules and user profile
• Run git status to verify current state
• Test cookie auth: uv run python tests/twitter_client/foryou.py 1
• Verify bookmark folder access: see bookmark_to_folder.py

unclecode

Digest Test 5 - 2026-01-03

Source: For You timeline (33 tweets) Method: Full heuristics including major AI companies, scientific papers, DSPy skip

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SURFACE (12)

1. @aakashgupta

unclecode

Maya Testing Guide

Welcome to the Maya testing team! This guide explains how to test Maya, our WhatsApp AI sales assistant for KidoCode.

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Before You Start

Add Maya to Your Contacts

1. Save this number to your phone contacts: +60 12-319 0721

unclecode

Crawl4AI Cloud - QA TestFlight Program

Hello team! I've set up our internal QA testing program. Please read this carefully and follow the instructions.

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Step 1: Get Access

1. Accept GitHub invitation (check your email)
2. Visit TestFlight repo: https://github.com/unclecode/crawl4ai-cloud-testflight

unclecode

source	https://huggingfacetb-smol-training-playbook.hf.space/
title	The Smol Training Playbook: The Secrets to Building World-Class LLMs
type	Technical Blog Post
organization	Hugging Face
cleaned_by	Crawl4AI

The Smol Training Playbook: