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Karthik Ramgopal and Daniel Hewlett discuss the evolution of AI at LinkedIn, from simple prompt chains to a sophisticated distributed agent platform. They explain the transition to a supervisor-sub-agent model that enables parallel development and modular quality evaluation. and share a blueprint for building resilient, high-scale agentic systems.
The Cloud Native Computing Foundation (CNCF) announced the release of Kubernetes 1.35, named "Timbernetes", emphasizing its focus on mutability and the optimization of high-performance AI/ML workloads.
ReScript 12.0 has launched, marking a milestone in modernizing the language with a rewritten build system, improved performance, and enhanced syntax. Key features include modular architecture, dictionary literals, and JSX preserve mode, reinforcing its position as a strong alternative to TypeScript for developers seeking sound typing and rapid compilation. Join the evolution today!
Cloudflare has recently published the sixth edition of its Radar Year in Review. The results reveal 19% yearly growth in global internet traffic, Googlebot dominance, increasing crawl-to-refer ratios, and broad adoption of post-quantum encryption. Over 20% of automated API requests were made by Go-based clients, almost doubling adoption over the previous year.
In 2025, Patreon’s engineering team expertly balanced feature delivery for 10M+ members with vital infrastructure upgrades. Their Year in Review highlights 12 projects focused on maintenance and evolution, emphasizing resilient migration, data model refactoring, and strategic consistency trade-offs, ultimately redefining backend operations while enhancing system reliability and performance.
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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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Presentation: Lessons Learned From Building LinkedIn’s First Agent: Hiring Assistant
Karthik Ramgopal and Daniel Hewlett discuss the evolution of AI at LinkedIn, from simple prompt chains to a sophisticated distributed agent platform. They explain the transition to a supervisor-sub-agent model that enables parallel development and modular quality evaluation. and share a blueprint for building resilient, high-scale agentic systems.
By Karthik Ramgopal, Daniel HewlettKubernetes 1.35 Released with In-Place Pod Resize and AI-Optimized Scheduling
The Cloud Native Computing Foundation (CNCF) announced the release of Kubernetes 1.35, named "Timbernetes", emphasizing its focus on mutability and the optimization of high-performance AI/ML workloads.
By Mostafa RadwanReScript 12.0 Released with New Build System
ReScript 12.0 has launched, marking a milestone in modernizing the language with a rewritten build system, improved performance, and enhanced syntax. Key features include modular architecture, dictionary literals, and JSX preserve mode, reinforcing its position as a strong alternative to TypeScript for developers seeking sound typing and rapid compilation. Join the evolution today!
By Daniel CurtisCloudflare Year in Review: AI Bots Crawl Aggressively, Post-Quantum Encryption Hits 50%, Go Doubles
Cloudflare has recently published the sixth edition of its Radar Year in Review. The results reveal 19% yearly growth in global internet traffic, Googlebot dominance, increasing crawl-to-refer ratios, and broad adoption of post-quantum encryption. Over 20% of automated API requests were made by Go-based clients, almost doubling adoption over the previous year.
By Renato LosioArchitectural Lessons From Patreon's Year in Review
In 2025, Patreon’s engineering team expertly balanced feature delivery for 10M+ members with vital infrastructure upgrades. Their Year in Review highlights 12 projects focused on maintenance and evolution, emphasizing resilient migration, data model refactoring, and strategic consistency trade-offs, ultimately redefining backend operations while enhancing system reliability and performance.
By Patrick Farry