CLAUDE CODE OPEN SOURCE! …but unintentional. It seems that those at Anthropic have had a file leak that has allowed the recovery of the source code (with the code, prompts, everything!) of Claude Code There are some interesting gems
AI
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Prompt Quality is 80% of AI Results
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On sous-estime tellement la qualité du prompt… alors que c’est 80% du résultat.
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Evolutionary Prompt Optimization vs Direct Model Iteration
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Evolutionary prompt optimization is super interesting. How does it compare to just iterating with the model directly? 🙂
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Multi-model routing for deep research systems
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Multi-model for deep research makes sense. Curious how it picks which model for what, or if users control the routing.
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Top AI Stories: Sora, Claude, Perplexity, and Stanford Research
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Top stories in AI today: – Inside Sora's $1M-a-day collapse at OpenAI
– Microsoft pits Claude against ChatGPT for research
– Build a travel itinerary with Perplexity Computer
– Stanford exposes AI's people-pleasing problem
– 4 new AI tools, community workflows, and more -
Agent Economics: Ownership and Reputation Rights
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Agents as economic actors is the inevitable next step. The question is who owns the agent's output and reputation.
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Open Source Vulnerabilities Threaten AI Application Supply Chain
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The axios attack is a reminder that our entire stack runs on trust in a handful of maintainers. Scary when you think about how many AI apps depend on these packages.
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Public perception versus practitioner reality in AI
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The gap between how the public sees AI and how practitioners experience it day to day is something.
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AI Detects Supply Chain Attacks Before Human Security Teams
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AI catching supply chain attacks before humans even notice is a legit use case. The attack surface is only going to grow with AI-generated dependencies.
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Unbounded Indexing Challenges in High-Ingestion Systems
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Indexes aren’t the problem. Unbounded indexing in high-ingestion systems is. IoT, observability, AI telemetry, financial feeds all share the same pattern: → continuous ingestion
→ append-only data
→ time-based queries
→ massive retention Eventually the architecture
