From context management to harness design, 10 practical habits that eliminate context rot and dramatically improve your coding agent's success rate.

10 Simple Habits That Double Your Claude Code Success Rate

Industrial recommendation ranking shifts to systematic scaling engineering. Alibaba's SORT achieves orders +6.35%, Kuaishou's FlashEvaluator and SOLAR optimize evaluator and attention efficiency, ByteDance's HAP enables adaptive compute budget allocation. Generative recommendation enters objective alignment phase. 36 papers analyzed.

Recsys Weekly 2026-W10

AI agents write code fast, but ML experiments operate on a different timescale — real verification takes days or weeks. One implementation bug can invalidate a promising research direction. One unsaved checkpoint wastes days of training. Superpowers-ML extends software engineering discipline into ML through a four-layer Validation Pyramid that catches problems in minutes, plus a Watchdog system for long-running training — making every attempt count.

Superpowers-ML: Harness Engineering for ML Experiments

This isn't about tools or techniques — it's about the mental model. Vibe Coding is essentially managing Agents, and managing Agents is essentially managing teams. From context rot to organizational architecture, the parallels between leading a team and orchestrating AI agents reveal why the best vibe coders think like managers, not programmers.

The Mental Model of Vibe Coding: Managing Agents Like Managing Teams

Today's report dives into the accelerating world of AI agents, from practical engineering workflows to global policy moves. We cover insights from blogs, a surge of open-source projects on GitHub, and key discussions from X/Twitter. The dominant theme is the maturation of agentic systems, moving bey

AI Tech Daily - 2026-03-15

Today's report covers a surge in AI agent infrastructure and tooling, with major updates from Anthropic, Replit, and a wave of open-source browser agents. The trend is clear: the focus is shifting from raw model capability to building robust, efficient, and collaborative agent systems. We have 5 fea

AI Tech Daily - 2026-03-14

Today's report is dominated by the rise of Agentic AI, with major players like Microsoft, Google, and Anthropic releasing new frameworks and tools for building, debugging, and deploying AI agents. We also see deep dives into the infrastructure powering this shift, from TPU hardware to next-gen retri

AI Tech Daily - 2026-03-13

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1. My fireside chat about agentic engineering at the Pragmatic Summit

分享推荐系统的技术理解，追踪推荐系统的前沿动态·

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