(21) Tibo on X: "Let Sol manage an efficient fleet of Luna agents for you. These models know each other well and collaborate to achieve the result in an incredibly fast and efficient way." / X
professorpalmer/Puppetmaster: Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, artifacts, memory, and deterministic stitching.
(5) Tibo on X: "Here is how to enable a 1M-token context window in Codex for GPT-5.6 Sol. Even though we have tuned the context limit in Codex to be set optimally when it comes to performance and cost, this is a common ask, so here it is documented. A larger context window lets Codex retain" / X
Example of a real working loop orchestrator : r/ClaudeAI
(10) Povilas Korop | Laravel & AI Coding Educator on X: "I tried Qwen3.8 27B with OpenRouter (AkashML provider). Some people say it's possible to run Qwen3.8 27B locally but I don't have such hardware. Result: the simplest prompt from my LLM benchmark ran out of 15 min time I gave it and didn't finish. Also, it's REALLY expensive. https://t.co/lG4NGMiBPu" / X
Token-Saving Plugins: The Denominator Matters — Tura Blog
With Qwen3.8-27B, you can now own unlimited, fully private intelligence stronger than Opus 4.6 Max with less than 24GB of VRAM.
Hit your usage limit in Claude Code desktop? There's now an auto-continue checkbox.
/show-me: compact visual representations for coding agents
(21) Alexander Panfilov on X: "We can finally talk about it: We found a way to extract hidden reasoning of frontier models using a vulnerability in the APIs of every frontier AI company. We verified that our reasoning token count matches billed API thinking tokens 1:1 for most of the prompts we queried. https://t.co/S7wN8aP3X7" / X
(7) Forward Future Brian on X: "codex tip: I always use define-goal instead of /goal. It's basically like having a master level genius AI write your goal better than you could. And it's an official OpenAI skill. You can get your prompts to run longer and your output better. Ask a high effort Sol to research +" / X
(6) ClaudeDevs on X: "We recently made auto mode the default in Claude Code, which means you no longer have to approve every action. But what determines if something is safe to run? Watch how it works: https://t.co/zZIHvHj9L8" / X
(21) Claude on X: "We're making Claude Sonnet 5's introductory pricing permanent. We launched Sonnet 5 in June at $2 per million input tokens and $10 per million output tokens through August 31, and that price will remain unchanged." / X
(13) OpenAI on X: "We’re expanding our cybersecurity initiative Daybreak and introducing GPT-5.6-Cyber, a new model for advanced, authorized cybersecurity work. As the threat landscape evolves, we’re putting frontier intelligence in the hands of trusted defenders before attackers can deploy https://t.co/6o3GtxCxRA" / X
New in Claude Code: your sessions can now message each other.
After evaluating one of our upcoming models, Astra, we're treating it as our first "critical" model for cybersecurity under our Preparedness Framework.
OpenAI appears to be working on a feature that would let you purchase a rate limit reset for Codex
Releasing Muse Code in beta today. It's a terminal coding agent that takes on complete software engineering tasks across large repos: planning changes, writing code, validating the results. Powered by Muse Spark 1.2, a coding-focused model update.
(21) Thariq on X: "I think a lot of people don't realize- if you connect a Claude Connector (e.g. your gmail, calendar, slack, etc), Claude Code will also be able to use them, including in Artifacts. https://t.co/FZ1iSHqL5m" / X
(20) Chris Sev on X: "the perfect skill doesnt exis... /bro https://t.co/SgwQ8gG8cb" / X
rtk Claude Code Token Savings: A Skill Trial Benchmark
emilkowalski/skills: Skills for Designers and Engineers.
🚨 Deepseek V4 Flash Update
We are committed to pushing the model frontier across cost efficiency, capability, and speed.
84% of our Anthropic API cost came from cache reads and writes.
(20) Povilas Korop | Laravel & AI Coding Educator on X: "Tencent Hy3 model is surprisingly good for coding, for its price. Tested my new LLM benchmark projects on it, with OpenCode Go. Pleasantly surprised. P.S. v2 leaderboard is "work in progress", will finish it this week and will shoot a video probably on weekend or next week. https://t.co/yZSE6NUSgU" / X
(20) Povilas Korop | Laravel & AI Coding Educator on X: "Ok finished another round of LLM testing. Added Opus 5 High and GPT-5.6-Sol Medium to the table. Both ridiculously expensive compared to others. Best value for money is Luna medium/high. Full table here: https://t.co/qVlFywESzo https://t.co/NxFzHWOzy5" / X
(20) ollama on X: "Kimi K3 is now available on Ollama’s cloud. To use it with Claude Code, run: ollama launch claude --model kimi-k3:cloud Currently Kimi K3 requires a Pro or Max subscription, and consumes extra usage credits. We’re quickly working on adding capacity to expand access." / X
(21) Developers Criticize Anthropic's Claude Opus 5 as Downgrade from 4.8 / X
Launched on July 24, Opus 5 matches Opus 4.8's pricing at $5 per million input tokens and $25 per million output, while boasting benchmark wins like 79.2% on SWE-bench Pro and 44.4% on Frontier-Bench v0.1. Developers report it overcomplicates simple tasks, hallucinates details, makes more mistakes than 4.8, and requires heavy oversight in messy codebases. Power users like ThePrimeagen and Rod Johnson prefer rivals such as Fable 5 or GPT-5.6-sol, with many reverting to older models amid the hype-skepticism gap.
(21) Kimi.ai on X: "Releasing the model weights and technical report of Kimi K3. Kimi K3 is our most capable model: a 2.8T MoE model with native visual understanding and a 1M-token context window. New model architecture: 2.5x the intelligence per unit of compute, not just more params. Alongside https://t.co/Yz5uWeMbIm" / X