... Claude just launched Claude Opus 4.6 . This is Claude s newest and most capable model so far. It s designed for deep reasoning, long-running agent workflows, and large codebases, with a 1M token context window in beta and stronger planning and code understanding. Curious to hear from the community. What are your expectations for Opus 4.6, and where do you plan to use it first? Comment from Michael Tchong(@ubercool): It's fantastic. I loved watching a team ... ... three agents last night tackle my dream app! Comment from Alper Tayfur(@alpertayfurr): My expectations are pretty grounded but optimistic. Where I think Opus 4.6 really shines is anything that needs long context

... been experimenting with a CLI workflow that removes the most annoying part of AI-assisted dev: re-explaining context every single time. Instead of prompts like: Integrate Stripe payment gateway with X, Y, Z I just run: blocpad task 1 And it already knows: the full task description related docs & flows pricing, decisions, constraints comments from PM / lead / previous discussions No re-prompting. No context

... sustainable. Dark Mode Isn't a Theme, It's a Philosophy Fifty-four IDE color schemes. Dracula, Nord, Tokyo Night, Catppuccin, Monokai Pro. Not because it's trendy, but because developers are viscerally attached to their environments. Switching from VSCode to a project management tool shouldn't feel like stepping into fluorescent-lit corporate purgatory. We obsess over details most PM tools ignore because those details are the difference between flow state and friction. Developers Aren't "Users" They ... ... professionals with refined taste, muscle memory, and zero tolerance for patronizing onboarding tours. They evaluate tools like they evaluate code by what it does, not what it claims. GitScrum speaks their language: projects are folders, sprints are contexts

... : ' Ever asked ChatGPT about "the login system" and watched it confidently mix up three different projects? That's memory bleed i.e. when your AI assistant can't separate your contexts. Your healthcare client's specs bleed into your fintech code. Your Python project gets Node.js suggestions from yesterday's conversation. Your personal writing style contaminates professional emails. The problem? Most AI memory systems are like throwing everything into one messy ... ... drawer. You end up: Re-explaining context

... completely wrong. Here's why: The Reading Myth Breaks Down Like This: You're reading. You encounter a new word. Your brain does one of three things: Skips it entirely (you get the gist anyway) Guesses the meaning from context (close enough) Looks it up, nods, keeps reading Then what happens? You forget it. Not in a month. Not in a week. Often within 24 hours. Why Reading Alone Doesn't Work: Passive exposure Active learning Your brain doesn ... ... store words just from seeing them once. It needs repetition. Spaced repetition. Active recall. Context

... Lately, I have been experimenting with how to feed context into GPT models more effectively. For example, when fine-tuning or working with larger context

... from different computers. We also have global and cloud-synced rules, as well as the local and project-specific warp.md file. The agent has the ability to edit the warp.md file to save things so that it remembers your context. We're working on making the agent better at knowing when to create rules and when to edit the Warp MD file so it remembers stuff for you. Comment from Zach Lloyd(@zach_lloyd): @lina_huchok  That ... ... just using a text-based CLI tool, it's a rich interface for doing agentic work that lets you review and iterate on diffs with the agent, run multiple agents at once, and save and share agent contexts