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.

List of Useful Links:

Unleash Your Creative Potential with AI Agents

Competitors are already using AI Agents

Business Problems We Solve

Automation of internal processes.
Optimizing AI costs without huge budgets.
Training staff, developing custom courses for business needs
Integrating AI into client work, automating first lines of contact

Large and Medium Businesses

Startups

Offline Business

Get a plan to reduce routine and improve metrics

100% of clients report increased productivity and reduced operati

AI Agents

Localization Project Manager – Coordinating translation workflows, answering vendor or process-related questions.

Job Title: Localization Project Manager Overview The Localization Project Manager plays a vital role in coordinating translation workflows while addressing vendor and process-related queries. This position is crucial for ensuring that translation projects are executed efficiently…
AI Agents

Environmental Health & Safety Officer – Answering compliance-related questions, retrieving safety protocols or audit histories.

Professional Summary The AI-driven Environmental Health & Safety Officer is a reliable and effective digital team member that performs repetitive and time-consuming tasks with remarkable speed, accuracy, and stability. By automating these tasks, it frees up…
AI Agents

Legal Contract Reviewer – Auto-flagging clause inconsistencies or retrieving precedent cases for review.

Job Title: Legal Contract Reviewer – Auto-flagging Clause Inconsistencies or Retrieving Precedent Cases for Review The AI functions as a reliable and effective digital team member that excels in performing repetitive and time-consuming tasks. With remarkable…
AI Agents

Customer Retention Analyst – Creating customer summaries, identifying churn risk patterns, and suggesting retention steps.

Customer Retention Analyst Professional Summary A highly analytical and detail-oriented Customer Retention Analyst with a proven track record in creating comprehensive customer summaries, identifying churn risk patterns, and suggesting effective retention strategies. Adept at leveraging data-driven…

Itinai.com httpss.mj.runmrqch2uvtvo russian handsome charisma 9fdbb2d5 a55b 425d 8f3b 76d26f86710f 2

AI Business Accelerator

Start Your AI Business in Just a Week with itinai.com

You’re a great fit if you:

Have an audience (even 500+ followers in Instagram, email, etc.)
Have an idea, service, or product you want to scale
Can invest 2–3 hours a day
You’re motivated to earn with AI but don’t want to handle technical setup

AI news and solutions

Researchers from the University of Washington and Allen Institute for AI Present Proxy-Tuning: An Efficient Alternative to Finetuning Large Language Models

Researchers from the University of Washington and Allen Institute for AI propose a promising approach called Proxy-tuning, a decoding-time algorithm for fine-tuning large language models. It allows adjustments to model behavior without direct fine-tuning, addressing challenges…

AI Tech News
Artists lose copyright case against AI art generators

Federal judge William Orrick dismissed the majority of the copyright infringement claims brought by three artists against Stability AI, Midjourney, and DeviantArt. The claims were based on the use of the artists’ work to train AI…

AI Tech News
Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for Fast Inference on Long Qequences

AI Tech News
Predicting Sustainable Development Goals (SDG) Scores by 2030: A Machine Learning Approach with ARIMAX and Linear Regression Models

Forecasting Sustainable Development Goals (SDG) Scores by 2030 Practical Solutions and Value The Sustainable Development Goals (SDGs) aim to eradicate poverty, protect the environment, combat climate change, and ensure peace and prosperity by 2030. This study…

AI Tech News
TULIP: A Unified Contrastive Learning Model for Enhanced Vision and Language Understanding

TULIP: A New Era in AI Vision and Language Understanding TULIP: A New Era in AI Vision and Language Understanding Introduction to Contrastive Learning Recent advancements in artificial intelligence (AI) have significantly enhanced how machines link…

AI Tech News
Researchers at Stanford University Explore Direct Preference Optimization (DPO): A New Frontier in Machine Learning and Human Feedback

AI Tech News
Managing Multiple CUDA Versions on a Single Machine: A Comprehensive Guide

This text provides a comprehensive guide on how to handle different CUDA versions in a development environment. It discusses the potential issues and consequences of installing multiple CUDA versions and provides step-by-step instructions on downloading and…

AI Tech News
Top 20 AI Graphic Design Tools in 2025

The Impact of AI on Graphic Design AI is transforming graphic design. AI tools are changing how designers operate, increasing efficiency and sparking creativity. They automate repetitive tasks, generate new ideas, and speed up the design…

AI Tech News
Project Manager – Generating project status reports, meeting summaries, or risk summaries based on task and communication logs.

Professional CV Job Title: Project Manager – Generating project status reports, meeting summaries, or risk summaries based on task and communication logs AI serves as a reliable and effective digital team member, performing repetitive and time-consuming…

AI Agents
The 6 Types of Conversations with Generative AI

Summary: The article discusses the different types of conversations that users have with generative-AI bots, and how UI designs should accommodate these variations. The study involved analyzing 425 interactions with bots like ChatGPT, Bing Chat, and…

UX News
The ethics of advanced AI assistants

AI Tech News
Over 500 OpenAI employees threaten the board with their resignation

More than 500 employees of OpenAI are threatening to resign en masse following the controversial removal of CEO Sam Altman and co-founder Greg Brockman from the company’s board. The employees, including chief scientist Ilya Sutskever, have…

AI Tech News
SynthEval: A Novel Open-Source Machine Learning Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic Data

AI Tech News
Retro-Engineering a Database Schema: GPT vs. Bard vs. LLama2 (Episode 2)

This article discusses the performance of the Llama-2 AI model in analyzing a dataset and suggesting a database schema. Llama-2 successfully identifies categorical and confidential columns in the dataset and suggests a database schema with separate…

AI Tech News
Round up of day two of the UK’s AI Safety Summit

On day two of the AI Safety Summit, UK Prime Minister Rishi Sunak announced that industry leaders such as Meta, Google Deep Mind, and OpenAI have agreed to allow government evaluation of their AI tools before…

AI Tech News
An In-Depth Exploration of Reasoning and Decision-Making in Agentic AI: How Reinforcement Learning RL and LLM-based Strategies Empower Autonomous Systems

Understanding Agentic AI’s Reasoning and Decision-Making Overview Agentic AI adds significant value by reasoning in complex environments and making smart decisions with little human help. This article highlights how input is converted into meaningful actions. The…

AI Tech News
Microsoft’s Cost-Effective Vector Search System with DiskANN in Azure Cosmos DB

Cost-Effective Vector Search with Microsoft Azure Cosmos DB Microsoft’s Innovative Vector Search Solution Microsoft has developed a groundbreaking system that integrates vector search capabilities directly into Azure Cosmos DB. This advancement allows businesses to perform efficient…

AI News
Enabling Seamless Neural Model Interoperability: A Novel Machine Learning Approach Through Relative Representations

Cutting-edge machine learning faces challenges in manipulating and comprehending data in high-dimensional spaces, hindering model interoperability. A novel method using relative representations from researchers at Sapienza University of Rome and Amazon Web Services introduces invariance in…

AI Tech News
This AI Paper from China Introduces ‘AGENTBOARD’: An Open-Source Evaluation Framework Tailored to Analytical Evaluation of Multi-Turn LLM Agents

AgentBoard, developed by researchers from multiple Chinese universities, presents a benchmark framework and toolkit for evaluating LLM agents. It addresses challenges in assessing multi-round interactions and diverse scenarios in agent tasks. With a fine-grained progress rate…

AI Tech News
This AI Paper Introduces MVControl: A Neural Network Architecture Revolutionizing Controllable Multi-View Image Generation and 3D Content Creation

Recent advancements in 2D picture production have been remarkable, especially in enhancing text-to-image creation. New methods aim to distill 3D knowledge from pre-trained large text-to-image generative models rather than training a large text-to-3D generative model from…

AI Tech News