Official ITPUB account sharing technical insights, community news, and exciting events.
Moonshot AI releases Kimi K3.1 Pro, a 3-trillion-parameter model with 100k context that matches top closed-source models on coding, agent, and 3D benchmarks, while intentionally filtering training data to reduce vulnerability-research capabilities.
Moonshot AI releases Kimi K3.1 Pro, a 3-trillion-parameter model with 100k context, achieving near-top scores on coding, 3D creation, and financial benchmarks via massive RL post-training, while deliberately reducing cyberattack capabilities through targeted data removal, and planning open-weight release by November 4.
Traditional Prometheus monitoring missed micro-bursts, TCP zero-windows, fsync storms, conntrack exhaustion, and startup file traversal — eBPF kernel-level tracing revealed all five root causes in a production Kubernetes cluster.
This article argues that the most important capability for a technical lead is not coding or architecture skill, but the ability to make correct decisions amid complex business, system, and organizational dynamics — defining direction, boundaries, and collaboration rules to manage complexity.
A compilation of Zhihu expert opinions reveals that while China has many programmers, companies struggle to hire competent talent due to widespread gaps in fundamentals, problem-solving, and self-driven learning, with hiring managers listing concrete skill benchmarks that most applicants fail to meet.
This article analyzes why naive WebSocket broadcast fails for million-viewer live chat due to bandwidth and client rendering limits, then presents a three-layer architecture with local fan-out, 100ms batching windows, priority-based sampling, and segmented sequence generation to reduce remote pushes from millions to dozens while maintaining perceived real-time experience.
DeepSeek releases V4.1-Flash-1017, a minor update that significantly improves coding and agent benchmarks while reducing cost and latency, adds open Search/Fetch APIs, and demonstrates end-to-end 'wish-style' programming from natural language to runnable 3D projects.
The article argues that companies prefer modifying OpenJDK over creating new languages because Java's bytecode design ensures compatibility with a vast ecosystem of libraries, creating a moat similar to Apple, Microsoft, and Nvidia's ecosystems, while legacy code and high switching costs make new languages struggle to gain traction.
This article traces Forward Deployed Engineering (FDE) from its Palantir origins, explains why the model remained niche due to high costs, analyzes how AI lowers barriers but fails to solve the full deployment chain, and reveals the gap between hyped million-dollar salaries and the reality of most 'FDE' roles being glorified outsourcing without knowledge feedback loops.
A comprehensive reference of 100 practical T-SQL commands for SQL Server 2016-2022 DBAs, organized into ten categories covering instance basics, space management, session analysis, locking, performance tuning, indexes, Always On, backup/recovery, permissions, and daily health checks.
