roadmap

Anthropic 泄露的2021年内部文件《Concise Research Roadmap》在诉讼中曝光，显示公司早在五年前就已规划了编码智能体、工具使用强化学习、长上下文与Agent安全等当今AI发展的核心方向。

An overview and ranking of upcoming web platform features expected to gain traction by 2027, highlighting key capabilities for developers and browsers.

Google DeepMind, Meta, and Amazon have released a 135-page roadmap that redefines AI agents, outlining their collaborative guidelines for future development.

A comprehensive resource kit for Cloud and DevOps engineers, featuring a skills matrix, roadmap, free courses, certifications, and more, aimed at helping beginners become job-ready by 2026.

A comprehensive, step-by-step roadmap for mastering cybersecurity from beginner to expert level, featuring curated resources, tools, and career guidance.

InferQuest is a free web application offering open roadmaps and verifiable milestones for learning inference engineering and LLM training, with paths focused on making models fast and cheap in production or efficient on minimal hardware.

The Model Context Protocol (MCP) team has released a public roadmap for the next 6-12 months, outlining features like streaming workloads, HTTP-based local servers, progressive catalog discovery, standard agent identities, and generated SDKs.

The Model Context Protocol (MCP) has published an updated roadmap outlining five priority areas for development, including agentic messaging primitives, HTTP-native transport unification, and agent identity security. The roadmap sets the direction for protocol work over the coming months, developed by core maintainers and the community.

This article outlines a 12-step roadmap for AI Agent Engineers in 2026, focusing on seven interconnected pillars like context, tools, and memory, with Claude-based workflows to build reliable production agents.

A 10-week, 30-minutes-a-day roadmap for engineers to learn LLM inference serving, covering vLLM, SGLang, load testing, quantization, and optimization techniques to build a reproducible benchmark.

At AASF 2026, Cui Yi presented his battery energy density roadmap, with targets rising from 250 Wh/kg to 1000 Wh/kg, calling it his 'retirement plan.' Progress is currently past halfway.

A Codex skill that turns customer feedback from tickets, surveys, reviews, and calls into evidence-backed product roadmap priorities.

A 13-step roadmap for transitioning from loop-based to graph-based agent design, emphasizing immutable state, pure nodes, and checkpoints for resilience.

Google announces the Developer Program Builders Hub, a resource for developers to deepen knowledge and connect with others.

A detailed six-month roadmap for building a solo business in web development and automation, progressing from building a portfolio to selling systems.

The article discusses a workflow pattern using OpenClaw to coordinate Codex for autonomous coding, avoiding the need for manual prompts at each step by using a shared roadmap and milestone tracking.

Odin programming language announces that it will release version 1.0 in January 2027 (Odin 2027), and has published a roadmap including complete specification, inline assembly, new standard library, etc.

This survey paper defines AI-native games as those where runtime generative AI is constitutive of the core game loop, proposes a dual-axis G/N taxonomy, analyzes 53 games, and provides a roadmap for controllable generation, multimodal systems, and AI safety in game design.

QuEra announces a roadmap to build a quantum computer with over 10,000 qubits and 256 error-corrected logical qubits by 2028, aiming to leapfrog current systems, with a more powerful successor by 2029.

A roadmap for learning mathematics from scratch specifically for machine learning, suggested by ParamSiddh.