
Don Codeleone
1K posts

Don Codeleone
@MrDonCodeleone
Wizard | Reverse Engineer | Security Researcher | Developer | AI Enthusiast Building. Breaking. Learning. Sharing.


I missed the memo? do Fable 5 runs on credit only from... now? I have the Max 5x plan





This is literally my new workflow now: Realtime Research → Grok 4.5 Planning & Orchestration→ Fable 5 Day-to-day Coding/Debug → Grok 4.5 Write & Run Tests → Grok 4.5 Complex Coding/Debug → GPT-5.6 Sol Frontend → Fable 5 Bookmark this



Qwen3.8 is launching and going open-weight soon!🌐 With a massive 2.4T parameters, this model is continuously evolving. We believe it’s one of the most powerful model available today, compatible to leading frontier AI models , second only to Fable 5. You don't have to wait to test it. Just now, the Qwen3.8-Max-Preview made its debut on Alibaba’s Token Plan, Qoder, and QoderWork. Be among the very first to try it out. Can't wait to hear what you build. Stay tuned! 🚀 Token Plan international:qwencloud.com/pricing/token-… China:platform.qianwenai.com/pricing/token-…


🚨 Kimi K3 is now the world’s best frontend coding model Kimi K3 has reached the top of the Frontend Code Arena. • 2.8 trillion total parameters • 1M token context window • And it beats Claude Fable 5😂 The main issue with it is the speed of it, it takes way too long to do what you want. What are your opinions on Kimi K3 so far?





🚨 Hugging Face just disclosed something that marks a real shift and proved why the fear theater of Anthropic makes sure we are powerless in an emergency. What happened… An autonomous AI agent: zero human operator in the loop breached part of their production infrastructure. It began with a malicious dataset that chained two code-execution bugs in their data-processing pipeline. From there the agent escalated privileges, harvested cloud and cluster credentials, and moved laterally across internal clusters. All over a single weekend. 17,000+ logged actions. Official disclosure: huggingface.co/blog/security-… The part that should make every one stop and think: When HF’s own security team tried to analyze the real attack logs, exploit payloads, and C2 artifacts using Anthropic and OpenAI frontier models through normal commercial APIs, the safety guardrails blocked them. BLOCKED THEM. The models could not reliably tell the difference between “incident responder doing forensics” and “attacker probing.” They had to fall back to a self-hosted open-weight model (GLM 5.2) running on their own infrastructure. That choice also kept sensitive attacker data and referenced credentials inside their environment — no exfiltration to a third-party API. This is why open source (specifically open-weight + self-hosted) wins in the agentic era. The asymmetry is now structural: • Attackers can (and did) run unrestricted agent frameworks — swarms of short-lived sandboxes, self-migrating command-and-control, autonomous decision loops executing thousands of actions. No corporate safety layer slows them down. • Defenders using only hosted “aligned” frontier models hit invisible walls exactly when the stakes are highest: when you need to feed real exploit code and attacker telemetry into an LLM to understand what just happened. Corporate safety tuning that treats legitimate high-signal forensic work as potential misuse creates a defender disadvantage. It is not theoretical anymore. Self-hosted open-weight models remove that choke point. You control the weights. You control the context window. You decide what restrictions (if any) apply. Your sensitive logs and credentials never leave your perimeter during analysis. You can have the model ready before the incident instead of discovering mid-breach that your primary analysis tools are blind to the very thing you need to see. HF deserves credit for rapid containment, transparent disclosure, and for already having self-hosted capability in place. They also used LLM-driven detection and triage on their own side. But the deeper signal is clear: In this AI world where both offense and defense are becoming agentic, sovereignty over your intelligence stack is no longer optional. The organizations and individuals who can run, inspect, audit, and (when necessary) remove guardrails on their own models will have the decisive edge in understanding and responding to threats that move at machine speed. Open source wins here not just because it is cheaper or more “democratic” in the abstract though those things matter. It wins because it is the only practical path to having tools that remain usable when the attack is real, the data is sensitive, and the safety filters of distant API providers become an obstacle instead of a feature selling hands tied lobotomies as “safety”. The agentic future is not coming. It is already probing production infrastructure. The question is no longer whether you will face autonomous agents. It is whether your analysis and response systems will still work when they arrive. And Dario, you and your game playing, ivory tower company is not needed.



Kimi K3 has received far more love than we expected, and our GPUs are feeling it. Over the past 48 hours, demand has pushed close to the limits of our current capacity. To protect the experience of existing subscribers, we're temporarily pausing new subscriptions and prioritizing compute for current members. Existing subscribed users are not affected. We're adding capacity as fast as we can and will reopen new subscription spots in batches. Going forward, we'll also split membership into two more focused plans: Kimi Membership for Kimi Web, App, and Work; and Kimi Code Membership for coding workflows. This will help us match compute more precisely and keep the experience stable. Thank you for your patience and understanding!



Grok Build is becoming a complete environment for building, deploying and managing real-world applications Its plugin marketplace brings the entire development stack into one connected workflow: • Vercel for deployment • Sentry for monitoring • Chrome DevTools for debugging • Cloudflare for infrastructure • Supabase, MongoDB and Neon for databases • Firecrawl for web data • Figma for design • Railway for hosting • Stripe for payments You are not just asking Grok to write code You can build, test, debug, connect infrastructure, deploy and manage production without constantly switching between tools Grok Build combines a frontier model, a powerful agentic harness and all the tools needed to go from an idea to a shipped product


Mythos was announced 3 months ago, and no Chinese lab has released a model of comparable performance. Chinese labs are 3-6 months behind, as they have always been.







