Why Code Is the Core of Agent Harness: Deep Insights from UIUC, Meta, and Stanford

The article explains how code serves as the executable, inspectable, and stateful medium that links reasoning, action, feedback, verification, and collaboration in long‑term AI agents, detailing the harness interface, planning‑execute‑verify loop, multi‑agent coordination, and open research challenges.

AI AgentAgent HarnessCode as Interface

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Why Code Is the Core of Agent Harness: Deep Insights from UIUC, Meta, and Stanford

Architecture and Beyond

Jul 19, 2025 · Product Management

Mastering Endgame Thinking: Align Tactics with Long‑Term Strategy

The article explores the concept of “endgame thinking,” illustrating how starting from the desired future outcome and working backwards can improve product decisions, team management, technical architecture, and long‑term strategy, while warning against short‑sighted tactics, over‑design, and neglecting real constraints.

Long-term Planningdecision-makingendgame thinking

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Mastering Endgame Thinking: Align Tactics with Long‑Term Strategy

ITPUB

Jul 31, 2023 · Databases

How to Choose the Right Database: Key Steps for Successful Selection

This guide walks you through the essential stages of database selection—from assessing project requirements and comparing candidate systems to performance testing, long‑term impact analysis, and making the final decision—ensuring you pick a solution that fits both current and future needs.

BenchmarkingLong-term PlanningNoSQL

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How to Choose the Right Database: Key Steps for Successful Selection

21CTO

May 3, 2020 · R&D Management

Why Clear Department Direction Beats Short‑Term Goals: Insights from a Q1 Review

A Q1 management review revealed that unclear department direction, rather than technical skill, hampers performance, highlighting the need for long‑term planning, clear goals, and better cross‑department collaboration to boost team contribution.

Long-term PlanningR&D leadershipdepartment direction

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Why Clear Department Direction Beats Short‑Term Goals: Insights from a Q1 Review