https://xitter.cf/t.co/JvZNNTQWBB · construo o que preciso, mostro o que aprendo. AI até os tokens acabarem. 🇧🇷🇵🇹

Portugal
Joined February 2017
Olá 👋 Sou o Pedro. Construo a melro.io e partilho o caminho — o que preciso, o que aprendo, AI e setups sem teatro. Se também constróis em público (BR/PT ou onde fores), vamos trocar ideia. → melro.io
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Unpopular opinion: most coding agent "memory" is just stale context with extra steps. I'd rather have a fresh session and a short notes file in the repo. Do you let your agent remember across sessions, or start clean every time?
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Every other post now is someone running 300 Claude Code agents in parallel. Honest count. How many agents do you actually run at once? 1 2 to 3 10+ swarms are mostly tokenmaxxing
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Free Flash models with 200k context keep showing up in coding agents. Hot take: most day to day coding doesn't need the smartest model. It needs the fastest one. Where does a Flash model still fall apart for you?
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Every week there's a new open model that runs agents on a laptop. Would you actually let one work on your real repo for a week, or is it still frontier only for anything serious?
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Pedro Santos retweeted
We've been working hard on making the Claude Code desktop app great for running lots of sessions side by side. It's now much quicker to start sessions, easier to split work across a few, and you can always see what each of them is doing. Here’s what's new:
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Google AI Pro here and Gemini 4 Argon shows up as Ultra only 😅 How are you all using Argon on Pro? API, AI Studio, something else? @OfficialLoganK any chance Pro folks get a taste soon?
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If I can't explain what the agent just wrote, it doesn't get merged. Even when I'm the only reviewer.
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Agent wants a dependency I've never used. Docs first, or am I overthinking it?
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When your coding agent wants to run a shell command: full auto, let it cook approve every command do it yourself What's your default?
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Honest question. Your coding agent gets stuck in a loop. Same bug, third try. What do you do? one more prompt switch model take over yourself new chat from scratch No judgment. Just curious what people actually do.
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Honest question. AI just shipped most of a feature. Who writes the tests? you the same agent a second agent nobody (fix in prod) No judgment. Just curious what people actually do.
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Honest question. When an agent drops a big diff, do you: read every line skim the risky bits ship and fix later No judgment. Just curious what people actually do.
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Cursor vs Claude Code vs Codex CLI. What's your daily driver right now? (If you hop between them, what's the split?)
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What are you building this week? Not the big plan. The actual thing on your screen right now.
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Which AI sub are you actually paying for right now? Not the one you tried once. The one that stayed.
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Curious what made the difference for you: daily utility, quality, or the workflow fit?
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I'm 34. Software engineer from Portugal looking to connect with more builders & ai enthusiasts!
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Wait, what!?
Replying to @itslueul
Grok 4.7 should be roughly on par with Opus 5.0, not 5.1. Better in some ways, worse in others. We need to fix multimodal performance. Grok 4.8 will be a noticeable improvement. Grok 4.9 is probably Astra/Fable class. Grok 5 maybe better than anything. We shall see.
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Wow 🤩
Introducing Projects, a new way of working in Cursor. Rather than creating a chat for every task, you work with a coordinator agent in a single, persistent thread. Like @bot, your agent is always on, proactively manages work with subagents, and improves over time.
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Ando a tentar não deixar a AI pensar por mim. Uso um modelo rápido pra rascunhar e outro mais pesado quando a coisa é arquitetura. O resto é eu a decidir. Tokens? Gasto. Mas com intenção. Senão é só vibecode disfarçado.
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