Here's the ultimate cheat sheet to never hitting Claude's limits again Save tokens with these 10 hacks: #1 Rewrite, don't follow up
#2 Cut history with new chats
#3 Merge your prompts
#4 Use Projects to cache docs
#5 Set default User Memory
#6 Deactivate Search
#7 Route easy
LLMS
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10 Token-Saving Hacks to Maximize Claude Usage
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Meta-Harness: Optimizing LLM Model Harnesses End-to-End
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"Meta-Harness: End-to-End Optimization of Model Harnesses" A big portion of agentic LLM performance relies on human-designed harness around the model, not just the weights. On top of that, how well a harness is designed could impact a model's performance heavily. So this paper
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New Practical Guide to Reinforcement Learning from Human Feedback Released
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New release from @PacktDataML available at http://
amzn.to/3PMn1ZL A Practical Guide to Reinforcement Learning from Human Feedback (RLHF). Amazon Summary: RLHF is a powerful approach to AI alignment and human-centered machine learning. By combining reinforcement learning -
Auto Compaction in Codex CLI: Context Window Management Feedback
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You can use /compact in Codex CLI, but people really like the auto compaction in Codex and tend to forget about the context window. Would love your feedback!
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Top AI Stories: Old Model Beats Doctors, Pentagon Partners, New Tools
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Send them my way, have some idle 3090s, 4090s, and RTX PRO 6000s
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Claude Max discontinued by Anthropic now available as API
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read it again — it started with Claude Max then Antropic stopeed it and now it's just API
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Codex Plugin for Claude Code: Setup and Code Review Commands
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Nice practical walkthrough from @reach_vb on the Codex plugin for Claude Code: setup, code review flows, adversarial review, and more.
— Romain Huet (@romainhuet) 31 mars 2026
My favorite command is /codex:rescue for handing a task off to Codex! https://t.co/CPxWo7h5ixNice practical walkthrough from @reach_vb on the Codex plugin for Claude Code: setup, code review flows, adversarial review, and more. My favorite command is /codex:rescue for handing a task off to Codex! Vaibhav (VB) Srivastav (@reach_vb) Starting today you can use Codex in Claude Code 👀 /plugin marketplace add openai/codex-plugin-cc Try it out today with: /codex:review for a normal read-only Codex review /codex:adversarial-review for a steerable challenge review /codex:rescue to let codex rescue your code Enjoy Codex-ing! — https://nitter.net/reach_vb/status/2038671858862583967#m
→ View original post on X — @romainhuet, 2026-03-31 04:11 UTC
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Auto compaction improves Codex coherence across multiple rounds
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Really proud of how our auto compaction turned out. I hope you notice a clear difference in how long Codex stays coherent! alex fazio (@alxfazio) it’s insane how codex remembers tiny details across multiple rounds of compaction — https://nitter.net/alxfazio/status/2037894706386845848#m
→ View original post on X — @romainhuet, 2026-03-31 03:10 UTC
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Mistral Launches New Open Source Speech Generation Model
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Mistral releases a new open source model for speech generation
by Ivan Mehta @TechCrunch Learn more: https://
bit.ly/485tGo7 #GenerativeAI #ArtificialIntelligence #MachineLearning #MI -
Microsoft Copilot Frontier Model Council Compares AI Responses Side by Side
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🚨Microsoft just dropped Copilot Cowork in Frontier; and the new Model Council feature is wild
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 31 mars 2026
Inside Researcher, you can now compare responses from multiple AI models side by side:
→ See where they agree
→ See where they diverge
→ Get what each uniquely brings
Like having… pic.twitter.com/E7ZYvzOphMMicrosoft just dropped Copilot Cowork in Frontier; and the new Model Council feature is wild Inside Researcher, you can now compare responses from multiple AI models side by side:
→ See where they agree
→ See where they diverge
→ Get what each uniquely brings Like having