AI Agents
SoL-Pi’s 49% token cut is the setting that drops the score
The number going around today is 49 percent. Nvidia’s SoL-Pi, people say, cut a coding agent’s tokens almost in half and the…
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Claude CodeWhy Claude Code costs more the moment you start measuring it
In 2026 the Claude Code MCP token cost worth worrying about is rarely the idle tool list. Tool definitions are deferred by…
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Claude CodeAutoHarness will retire skills. Just not the ones you wrote.
4,124 people have starred a Claude Code plugin whose pitch is that it cleans up after itself. Trendshift had it at number…
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AI AgentsPaperclip vs Orca: which one for coding agents
You have more than one coding agent now. A coding agent is a program that edits your repo with tools, not a…
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AI/MLcoop Claude Code sandbox: isolated VMs that stay safe
Claude Code is useful because it can run tools. That is also why it is scary. One session with bypassPermissions can touch…
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AI/MLHow to Review AI-Generated Code Faster (36 Lines to 2)
Your AI agent changed 36 lines. Only 2 of them mattered. The fastest way to review AI-generated code is to stop reading…
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AI/MLMiniMax Code CLI vs Claude Code: the 8-min test
The MiniMax Code CLI is open source. That does not mean it replaces Claude Code. MiniMax published the terminal harness on 18…
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AI/MLCan You Run Laya Without a GPU? The 33 ms Number Isn’t Yours
Yes, Laya runs on a plain CPU, and it gives the same answers it gives on a GPU. It just doesn’t give…
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AI/MLJev vs Laya: Read the Footnote, Not the Headline
Laya says it beats Jev. The model most people will load does not. Twenty thousand GitHub stars in six days will talk…
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AI/MLOpus 5.5 Prompt Audit Before You Raise Effort
Don’t raise Opus 5.5 effort yet. Audit the prompts first. Lance Martin posted the tip on the same day Anthropic shipped Claude…
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