An Anthropic engineer pointed Claude Code at his old startup's infrastructure and told it to find ways to save money. It audited the full stack, identified 3 unused Redis instances he'd been paying for, proposed deleting them, and after he approved each step, executed the
TOOLS
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Codex and Claude Code: Better Coding Workflows
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There is a better way and it's called Codex or Claude Code. Copy-pasting from a chat window in 2026 is doing it on hard mode.
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Abacus AI ChatLLM: Unified Interface for Frontier Models
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Claude Opus 4.7, Sonnet 4.6, GPT-5.5 (Thinking + Pro), Gemini 3.1 Pro, DeepSeek V4 Pro, and Kimi 2.6 Thinking. All running inside Abacus AI ChatLLM – one workspace to access, compare, and switch between the top frontier models without juggling tools. Opus 4.7 → deep reasoning,
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Gary Marcus says Claude Code works in neurosymbolic system but fails alone
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it’s fine as a component in a larger (neurosymbolic) system, which is at last what Anthropic figured out, with Claude Code. but did in fact get stuck when used on its own, as i had predicted.
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Codex Desktop missing context/token usage indicator?
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Codex Desktop no longer shows visible context/token usage indicator? Bug or did they delete it?
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Automating work and life admin with Codex scripts
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have had tons of of fun automating boring parts of my job and life admin the past few days with codex and one off scripts oh and no you really don’t need a Mac mini to for this 🙂
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Claude: The Emerging Universal Interface for Digital Tools
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Claude is slowly becoming the interface for everything: – Presentations: PowerPoint → Claude in PowerPoint
– Editing: Premiere Pro → Remotion
– Browser: Chrome → Claude for Chrome
– Spreadsheets: Excel → Claude in Excel
– Image / Video: Midjourney → Higgsfield
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Lyria 3 AI Music Generation API Now Available
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yes! Lyria 3 in the API available to build with : )
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Democratizing AI Tools for Builders and Personal Apps
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the goal for this is lower the bar so that the person will a brilliant idea but who didn't historically have the means to build can now do so, along with people building themselves personal apps, we do not want AI slop
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Analyzing Coding Assistant Product Mentions with AI Tools
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Today, I'm working on trying to better understand how coding assistants mention HF's products. Taking a simple approach of running tons of queries and analyzing the answers with @DAKlingbeil
's https://
submarine.ai (ex: https://
huggingface.co/datasets/clem/
mentionsanalysis_whatsbest_april26/blob/main/claude_code__claude-opus-4-6__medium__enabled.jsonl
…) Are there better/different