Replaying full interactions natively makes debugging agent pipelines so much easier. Will play around!
CODE
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Internal Coding Agents Deliver Maximum ROI for Enterprise
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Internal coding agents are where I see the biggest ROI for companies right now. The open SWE benchmarks are great but every codebase has its own quirks that only internal context can handle.
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Best Vibe Coders: Ideas Over Experience With AI
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The best vibe coders I've seen aren't ex-senior devs, they're people with lots of ideas who always wanted to try stuff. Now they can do it in parallel and super efficiently. It's about having a clear mental map of what you want.
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ClickHouse string handling techniques and best practices
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How ClickHouse handles strings https://
buff.ly/2xEqVfe
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GLM-5 Chinese AI Model: Coding and Writing Quality Assessment
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The Chinese AI model ecosystem is moving so fast. Curious how GLM-5 stacks up for coding or even writing quality!
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Investigating AI Prompt Settings and Technical Bugs
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what's the prompt/settings? might be a bug somewhere
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AI Coding Assistants May Weaken Error Literacy in Future Developers
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Computers used to be unforgiving. I wonder what will happen if the next generation of computer scientists does not grow up with “syntax error in line 20” but with “you are absolutely right, let me try…”
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Live Collaboration Challenges in Large AI Codebases
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live collaboration is just insanely hard and has a ton of corner cases, and the codebase is now huge so the loops are pretty long on the AI someone who knows where to poke from previous experience will move a lot faster
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Software Engineering Beyond Coding: The Inevitable Future
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software engineering is inevitable but coding it not
→ View original post on X — @avikumart_, 2026-03-17 23:59 UTC
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Job Testing and Quality Assurance in AI Development
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if you want to give us jobid for the job we can also look into it in our testing