claude code search is not very good – esp for anything older than a few weeks
TOOLS
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8x code output makes verification the top problem
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My biggest takeaways from Claude Code/Cowork lead @Nerdi_Yogi
: 1. When your engineers ship 8x more code than a year ago (like they do at Anthropic), the biggest problem becomes verification. How do you know that the experience you shipped is what you intended? One tactic Fiona’s -
SaaS bears’ belief: software worth zero with Claude, lack of vision
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It seems almost too stupid to be true, but apparently the literal belief of SaaS bears is 'all software is worth 0 because Claude can one-shot these apps'. Absolutely staggering levels of lack of long-term vision in that statement.
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Runtime swap: same UI, different inference backend
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This is similar to a runtime swap: same UI, different inference backend
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Fixed bugs improve your evaluation suite with LangSmith
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Every problem that LangSmith Engine solves makes your evaluation suite more robust.
Fix a bug → get a custom online evaluator + a new offline dataset example.
Over time, your test harness becomes smarter about -
NVIDIA Research ArtiFixer completes missing 3D scene geometry
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3D scene reconstruction works great until the camera never sees part of the scene.
— NVIDIA AI (@NVIDIAAI) 22 juin 2026
ArtiFixer from NVIDIA Research is an open autoregressive model that fills in the missing geometry that other methods leave blank.#SIGGRAPH2026 paper, code + demo: https://t.co/D9PX2OzbZf pic.twitter.com/AGQicvVKkW3D scene reconstruction works great until the camera never sees part of the scene. ArtiFixer from NVIDIA Research is an open autoregressive model that fills in the missing geometry that other methods leave blank. #SIGGRAPH2026 paper, code + demo: https://
nvda.ws/4oILqNd -
Testing the Unreal MCP this week: feedback and advice?
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I've scheduled to test the Unreal MCP this week. Does anyone have feedback? Advice please?
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European AI as addressable colleagues with persistent identity
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EUROPEAN AI IS COOKING AGAIN♨️♨️♨️
— Charly Wargnier (@DataChaz) 22 juin 2026
Most AI resets post-task.
I love tools refining long-term memory, and Delos' Workers nail it.
With persistent identity, email, phone & Slack, they sit in the org chart like addressable colleagues.
Curious to see how this autonomy holds up 👀 https://t.co/2JNStMoMQ2EUROPEAN AI IS COOKING AGAIN Most AI resets post-task. I love tools refining long-term memory, and Delos' Workers nail it. With persistent identity, email, phone & Slack, they sit in the org chart like addressable colleagues. Curious to see how this autonomy holds up
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Interactions API GA: Orchestrate Across Models and Agents
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Today we are shipping the Interactions API into GA, our new API designed to let you orchestrate across models and agents in the same interface, and is our new default API going forward. Interactions sets the stage for the new era of Agents : )
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OpenAI Daybreak models discover and patch critical vulnerabilities
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We're accelerating patching, in addition to vuln finding, with new tools and models in OpenAI Daybreak. Our models are now discovering and generating patches for critical vulns in major browsers, network infrastructure, and operating systems (such as FreeBSD and the Linux