Unclecode (Hossein)

Author of Crawl4AI (#1 GitHub Trending). Founder of Kidocode, SE Asia's largest tech & biz school. Leading AI research on synthetic data, AI consultant.

[Emil Kowalski @emilkowalski]

To get good animations from an AI you need to get good at telling it what you want:

- "stagger this list of items"
- "make this animation direction-aware"
- "spacial consistency", "crossfade", "layout animation",

I made a motion vocabulary for this:
https://t.co/ExAxpr31no

[Unclecode (Hossein) @unclecode]

Crawl4AI v0.8.7 is live 🚀

Mostly a security hardening release. Patched several critical Docker API issues reported responsibly by the community: pre-auth RCE, SSRF on crawl and webhook endpoints, monitor auth bypass, arbitrary file write, stored XSS, unauthenticated JS execution, and a hardcoded JWT secret. Big thanks to every researcher who disclosed.

Also new: DomainMapper for full-domain URL discovery, and per-URL configs for arun_many in the Docker API.

Plus a batch of fixes across markdown fidelity (mermaid, tables, chunking), deep crawl, dispatcher, LLM extraction, MCP CJK handling, stealth, and logging.

If you self-host the Docker API, upgrade now:

pip install -U crawl4ai

Release Note: https://t.co/dlCjlcvtHT

Star it, use it, break it: https://t.co/6apdISAYzn

Docs:
https://t.co/6mkQsKdRLf

C4AI Hosted version, coming soon. 😎

Live long and import crawl4ai 🖖

[Unclecode (Hossein) @unclecode]

Today @crawl4ai again became no 1 trending OSS repository! A weekend project, now after 1.5yr, 67k stars, many active projects, and many amazing developers. I am so happy n grateful of community! Live long and import crawl4ai 🖖 btw our hosted version coming soon 😎

[Unclecode (Hossein) @unclecode]

@ChatGPTapp Could you add multi-select bulk delete/archive for recent sessions? Plzzz

[Unclecode (Hossein) @unclecode]

Ummm It more looks like a temporary band-aid solution because Claude can't operate on its own plan. I remember The Opus 4.7 hype was so attached to the plan, and now this shows we're not there yet. I don’t like it, by the way, using a hook to classify with Haiku and logging responses in fire-and-forget mode is much better than forcing the model to keep track and consume tokens.

[Unclecode (Hossein) @unclecode]

Ummm It more looks like a temporary band-aid solution because Claude can't operate on its own plan. The Opus 4.7 hype was so attached to the plan, and now this shows we're not there yet. By the way, using a hook to classify with Haiku and logging responses in fire-and-forget mode is much better than forcing the model to keep track and note and consume more tokens.

[Unclecode (Hossein) @unclecode]

"You cannot govern a technology you've only been briefed on." - @VivianBala

The second-order signal in this story is the one worth keeping: when a Foreign Minister ships on a Raspberry Pi, the space of possible solutions just got bigger. Problems still scale exponentially, so the answer isn't fewer developers, it's more of us, working on harder problems.

And what makes this work at Pi-scale isn't a bigger model. It's better data. A small LLM fed clean, well-sourced, well-curated context will out-reason a frontier model fed sludge. Data quality is the lever,
not parameter count. That's the thesis behind Context4AI - what we're building in Singapore on top of @crawl4ai: authoritative extraction first, model second. Curate the input, the rest gets cheap

[AI Engineer @aiDotEngineer]

"You cannot govern a technology you have only been briefed on."

Singapore Minister for Foreign Affairs, Dr. @VivianBala, echoing @karpathy and @yacineMTB on why he runs NanoClaw: "you can outsource memory and computation, but you cannot outsource your understanding"

https://t.co/z4Aidf89ha

He also shared his tech stack for running his second brain for Singapore's Foreign Affairs Ministry and parliamentary affairs:
- @AnthropicAI Claude Agent SDK
- Baileys + WhatsApp
- Mnemon (Graph Memory)
- @ollama + @nomic_ai
- @ggerganov Whisper.cpp + OneCLI

With special notes on how he handles security and isolation, and what implications he sees for Singapore Inc.

[Unclecode (Hossein) @unclecode]

Tell me who is the robot? The human has to answer this or the one made this Captcha!!!!

[Unclecode (Hossein) @unclecode]

@jasonzhou1993 😂 this is not anymore bot detection, even challenging for human, this police can use in road when wanna know if a driver is drunk or not!!

[Unclecode (Hossein) @unclecode]

WTF is this Captcha!!

[ClaudeDevs @ClaudeDevs]

How do you keep Claude working until the job is done? Claude Code helps with this in a few ways, including one we shipped recently: /goal.

[Thariq @trq212]

https://t.co/MXt5XS4xBX

[Unclecode (Hossein) @unclecode]

@alex_whedon @edreisMD Applied 🤞

[Unclecode (Hossein) @unclecode]

> Open-source models (Kimi K2.6, DeepSeek v4) are now on par with Opus/GPT-5.5 at a fraction of the cost no hitting limits constantly
> The real insight isn't who "won" - it's that the moat is gone. Anyone can run frontier-quality models cheaply
> The harness matters as much as the model
> Benchmarks are basically broken/meaningless - the model-vs-model war is a distraction
> There's no best model, just the best one for you - Windows/Mac/Linux analogy

https://t.co/pm9ihCjBZ4

[Unclecode (Hossein) @unclecode]

Kimi K2.6 just beat Claude, GPT-5.5, and Gemini in a coding challenge

https://t.co/XbTnQoDqnm

[Unclecode (Hossein) @unclecode]

@Dan_Jeffries1 @ylecun Well, one of these folk he is criticizing is himself when a year ago he was saying “kids no need to learn coding anymore, leave it AI”!! This was exactly a nonsensical thing a CEO would say intentionally to hype up his gou market.

https://t.co/yu22gv8wsc

[Jason Zhou @jasonzhou1993]

OpenAI Symphony is actually great

You can 5x Coding agent outcome with it + Good codebase harness

Played with it past few days and here is my setup:
- Playwright CLI
- Boot skill
- WORKFLOW.md
...

Broken it down in 12 mins below so you can do the same 👇

[Unclecode (Hossein) @unclecode]

Did you see the https://t.co/aubiDT270f onboarding animation? So cool! Agree?

[Claude @claudeai]

Introducing Claude Design by Anthropic Labs: make prototypes, slides, and one-pagers by talking to Claude.

Powered by Claude Opus 4.7, our most capable vision model. Available in research preview on the Pro, Max, Team, and Enterprise plans, rolling out throughout the day.

[Unclecode (Hossein) @unclecode]

Do u get this? I get it time to time, then I reply “continue” it works! Thinking to add in my hook to retry automatically by itself 😅 @ClaudeDevs

[Unclecode (Hossein) @unclecode]

@claudeai How to hand off Claude code ? This is amazing, i hope claude code also get “edit on designer” then we can continue there like ultraplan