(DeepSeek V3.2, GLM 4.7, and Kimi K2.5) prompted to resolve issues in real public code repositories. All trajectories include interleaved reasoning and tool calls. 2/4
TOOLS
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User praises Gemma4, a small local language model from Google DeepMind
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Gemma4 is amazing. i love it. And i love google deepminds effort on creating such an amazing (small) language model that runs locally.
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8 Steps to Deploy AI Agents by 2026
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The 8-step order I use for shipping AI agents in 2026: 1. Filter noisy tool outputs
2. Load tools only when needed
3. Clean cached history before reusing it
4. Compress long logs and terminal outputs
5. Store memory outside the context window
6. Compact manually around 40%
7. -
Turn Claude into 20+ marketing and business specialists
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Turn Claude into 20+ different marketing and business specialists. Install real expertise, not just prompts. Get my Claude skills bundle.
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Fable5 could analyze court files and list flaws.
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Read carefully. I haven't had time to test but #Fable5 was potentially able to analyze complex judicial files of several tens of thousands of documents in record time to list all exploitable flaws for you.
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Blue Ocean Strategy Generator using Claude with ERRC grid
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How to run it: 1. Copy the prompt into Claude.
2. Fill in your offer, your competitors, and who you serve.
3. Send it. You get the ERRC grid, a value curve against the field, and a one-sentence blue ocean position.
4. Push back on any factor that feels generic. It rebuilds the -
Design future: communicate intent, not operate software
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My takeaway: The future of design is less about operating software and more about clearly communicating intent. Tools like Claude Design from Anthropic are pushing us toward that future. Watch the full video to see how it works. What would your team prototype first if design
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AI transforms design speed from days to seconds for business
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For years, design speed depended on: → Who knew the tool
→ Who had brand context
→ Who could translate strategy into visuals
→ Who had time to iterate AI changes that workflow. Now the first draft can happen in seconds, not days. That is a massive unlock for business -
Claude Code: no visibility into production issues
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You'll regret using Claude Code without this.
— Akshay 🚀 (@akshay_pachaar) 13 juin 2026
Claude Code stops at the boundary of your terminal.
It has no visibility into Datadog traces, Jira tickets, Slack decision history, or cloud infra state.
So when something breaks in production, Claude Code isn't there. When the… pic.twitter.com/igWgs8AhQlYou'll regret using Claude Code without this. Claude Code stops at the boundary of your terminal. It has no visibility into Datadog traces, Jira tickets, Slack decision history, or cloud infra state. So when something breaks in production, Claude Code isn't there. When the
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AI reads 30,000 X posts daily to write a report
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I built you an AI to read 30,000 posts here on X every day and write you a report. https://
alignednews.com/ai It's how you can keep up better. But yeah, it's moving fast. It's moving faster than I've ever seen in my life, and I've covered technology for decades.