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Agentless: An Agentless AI Approach to Automatically Solve Software Development Problems

Agentless: An Agentless AI Approach to Automatically Solve Software Development Problems

Practical Solutions in Software Engineering

Revolutionizing Software Development with Large Language Models (LLMs)

Advancements in large language models (LLMs) have transformed software development processes, enabling more sophisticated automation of tasks.

Challenges in Automation

Using autonomous LLM-based agents for software engineering tasks presents complexity and cost challenges, impacting performance and operational costs.

Introducing AGENTLESS Approach

AGENTLESS simplifies software development problem resolution by departing from autonomous agents and adopting a streamlined two-phase process of localization and repair.

Efficiency and Effectiveness of AGENTLESS

AGENTLESS efficiently localizes edit locations and generates effective patches, achieving a remarkable problem resolution rate with lower costs compared to other methods.

Complementary Tool in Software Development Automation

AGENTLESS offers unique fixes and demonstrates potential as a complementary tool in the landscape of software development automation.

Future of Autonomous Software Development

The AGENTLESS approach resets the baseline and inspires future work in the direction of autonomous software development, paving the way for more accessible, efficient, and cost-effective solutions in software engineering.

Evolve Your Company with AI

Discover how AI can redefine your way of work, identify automation opportunities, define KPIs, select an AI solution, and implement gradually to stay competitive and evolve your company with AI.

Connect with Us for AI Solutions

For AI KPI management advice and continuous insights into leveraging AI, connect with us at hello@itinai.com or stay tuned on our Telegram t.me/itinainews or Twitter @itinaicom.

Redefined Sales Processes and Customer Engagement

Discover how AI can redefine your sales processes and customer engagement, and explore solutions at itinai.com.

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Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

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