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Sohu Tech Products
Sohu Tech Products
Apr 2, 2025 · Artificial Intelligence

Solving Context Window Limitations in AI Coding Agents with Memory Bank

The article proposes a two‑step approach—constraining each coding‑agent task to fit within the LLM’s context window and using a “Memory Bank” of structured project files to persist and share essential information across rounds—illustrated with Cline’s plan and execution modes to prevent information loss and repetitive bugs in large‑scale AI‑driven development.

AI Coding AgentClineLLM Context Window
0 likes · 9 min read
Solving Context Window Limitations in AI Coding Agents with Memory Bank
Tencent Cloud Developer
Tencent Cloud Developer
Nov 8, 2023 · Artificial Intelligence

Comprehensive Overview of AI Agents: Concepts, Technical Frameworks, and Applications

The article surveys modern AI agents—software entities powered by large language models that perceive multimodal inputs, reason via brain modules, act through tools or embodied actions, employ retrieval‑augmented generation and chain‑of‑thought planning, and can operate singly (e.g., AutoGPT) or collaboratively via frameworks like Microsoft’s AutoGen—while highlighting current challenges such as controllability, memory limits, parallelism, and reliability.

AI agentsAutoGenRetrieval-Augmented Generation
0 likes · 34 min read
Comprehensive Overview of AI Agents: Concepts, Technical Frameworks, and Applications
Qunhe Technology User Experience Design
Qunhe Technology User Experience Design
Sep 3, 2021 · Product Management

Mastering Design Task & Project Management: Proven Strategies for Designers

Designers often face endless graphics and urgent requests, leading to missed tasks and rework; this article shares practical task‑management techniques using tools like Evernote and TickTick, alongside project‑management tactics such as prioritization, risk handling, communication, and iterative planning to streamline design workflows.

design managementproduct designproject workflow
0 likes · 10 min read
Mastering Design Task & Project Management: Proven Strategies for Designers