
Engineer | developer | System and Architect design that work in production and can be scaled @tcgplaytest
Earth
Joined November 2010
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Mirac retweeted
Our brand new Affiliate program is now LIVE for all users!
Apply on tcgplaytest.com/affiliate
Once approved you can share your code with friends to give them 10% off their order as well as earning you FREE PRINTS in your account!
Mirac retweeted
GPT image 1.5 VS GPT image 2.0
Provider = @AskVenice
Platform = CardLab by @Cardify_Club
Same exact prompt (i have 5 templates for A/B testing)
which do you prefer?
Mirac retweeted
This is a much bigger deal than most people realize. If you don't know why, let me explain.
Agents perform "work" right now by calling "tools". These are just pieces of context shoved into the context window saying "if you think you the next thing you should do falls into one of these categories, then respond with this format" — that format is the "tool" a JSONSchema response which a harness then uses to call a function.
MCP, is best thought of as a way to shove more tools and context into your context window (it has a lot of shortcomings imo). The agent then has to pick which tool out of all the available tools it should call. So the more tools you have, the worse it selects the tools.
@threepointone and @KentonVarda have an excellent article (blog.cloudflare.com/code-mod…) where they introduced the idea of exposing the MCP tools as an SDK, so to call tools and compose them, the AI just does what it is ALREADY good at: write some code.
The question, as always, is where do you run that code safely. Many have proposed sandboxes and containers as a possible solution, but these are hella slow and make the experience untenable.
Thats what makes this announcement SO important, it allows you to run agent-written code in a matter of milliseconds with the explicit execution environment you specify pulled in (like a database, kv store, etc. Cloudflare calls these "bindings" btw).
In practice, this means people can start building MUCH more effective agents that can *do* a lot more, because they can be exposed to more tools.
Anyway, huge deal. Congrats to the CF team.
We’re introducing Dynamic Workers, which allow you to execute AI-generated code in secure, lightweight isolates. This approach is 100 times faster than traditional containers. cfl.re/4c2NvPl
Mirac retweeted
🧠 Introducing NeuralClaw — now open source.
A self-evolving cognitive agent framework built in Python:
◆ 5-cortex architecture (Perception → Memory → Reasoning → Action → Evolution) ◆ Tri-store memory with biological metabolism — memories consolidate, strengthen, and decay ◆ 4-layer reasoning with self-critique ◆ Swarm intelligence + cross-network federation ◆ Zero-trust security baked in from day one ◆ 5 channel adapters (Telegram, Discord, Slack, WhatsApp, Signal)
This isn't another chatbot wrapper. It's a brain.
⭐ github.com/NickPlaysCrypto/N…
#AI #OpenSource #Agents #Python #LLM
🧠 Introducing NeuralClaw — now open source.
A self-evolving cognitive agent framework built in Python:
◆ 5-cortex architecture (Perception → Memory → Reasoning → Action → Evolution)
◆ Tri-store memory with biological metabolism — memories consolidate, strengthen, and decay
◆ 4-layer reasoning with self-critique
◆ Swarm intelligence + cross-network federation
◆ Zero-trust security baked in from day one
◆ 5 channel adapters (Telegram, Discord, Slack, WhatsApp, Signal)
This isn't another chatbot wrapper. It's a brain.
⭐ github.com/NickPlaysCrypto/N…
#AI #OpenSource #Agents #Python #LLM
Mirac retweeted
8k lines of code
Better than @openclaw
We are cooking in the @ClawClub_CC
@neuralclaw will be open-sourced soon 👀
Mirac retweeted
🦀 Claw Club is live.
The ultimate OpenClaw resource hub.
700+ categorized agent skills
Polymarket auto-trading guides
Business automation playbooks
Setup support from day one
AI news fed directly to you
First 100 members get LIFETIME access for $100 + Founder role.
That's it. No recurring fees. Ever.
After 100? Price doubles.
→ clawclub.cc
Spots are filling. Don't sleep on this.
Mirac retweeted
🚀 GPT Image 1.5 is now LIVE on Cardify!
Upgrade includes:
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Textbook example of a critical dependency failure!
For years, investors borrowed yen at ~0% to invest globally. Simple arbitrage.
BOJ is hiking rates → borrowing costs spike → entire trade collapses:
• $billions liquidated in hours
• Bitcoin/stocks dump
• Gold and Silver surge(people moving to safe assets.
Japan’s 10Y yield hit 1.84% (highest since 2008). When your funding source stops being cheap, cascading deleveraging happens fast.
Claud opus 4.5> Gemini 3.0 > ChatGPT 5.1
Kudos to teams working in this competitive environment of AI evolution.
Mirac retweeted
Yes honey, I'm sure MegaETH, a team that doesn't know how to properly operate a multisig, will reshape the future of finance
$monad is the first chain i didn’t bridge out my funds from after receiving allocation,bcoz everyone on my TL was hating on them without using their tech in real time. Feels like it paid off. Keeping my funds on it now. Will see how it goes!
Base was better without $jesse thanks for your attention to this matter!






















