Looking at software development before the cloud revolution, using logging frameworks was kind of common. They supported the dev in formatting the logs, buffering them and sending them to the correct sink such as Elasticsearch. With the rise of cloud platforms applications tended to get smaller units and direct integrations of cloud applications into observability or log archive platforms is now possible with a few lines of configuration. It's time to review if using logging frameworks pays off or a simple 'console.log' and forward the application/function output to some provider such as datadog will do the job.

Direct Comparison

Let's have a view on usual requirements a developer has on the logging facility. Loggers should be available everywhere in the code, either you want to log specific infos deep in the code stack or log unhandled exceptions on the top entry point. As a log message might not be specific enough to understand the context in which it was written, you will enrich it with additional metadata describing a current snapshot of the context. This leads to the next point: once you want to serialize full objects you need to take care of removing sensitive information like tokens. It is up to you deciding how useful it is to log the whole object. Once you are working in a system under load, there will be a high volume of log messages produced, so the key essence of logging is the search-ability and filterability of messages afterwards.

Console.log

export const loggerFactory = (moduleName: string, meta: Record<string, unknown> = {}): Logger => {
  const correlationId = uuidv4();
  const metaState = {
    correlationId,
    ...meta,
  };
  const child = logger.child({
    moduleName,
    ...metaState,
  });
  return new LoggerImpl(child, metaState);
};
Nina DemuthBlog
Blog

Trustbit ML Lab Welcomes Grayskull e150 by Tenstorrent

Discover how Trustbit ML Lab integrates Tenstorrent's Grayskull e150, led by Jim Keller, for cutting-edge, energy-efficient AI processing.

Aqeel AlazreeBlog
Blog

Part 2: Data Analysis with powerful Python

Analyzing and visualizing data from a SQLite database in Python can be a powerful way to gain insights and present your findings. In Part 2 of this blog series, we will walk you through the steps to retrieve data from a SQLite database file named gold.db and display it in the form of a chart using Python. We'll use some essential tools and libraries for this task.

Rinat AbdullinRinat AbdullinBlog
Blog

Let's build an Enterprise AI Assistant

In the previous blog post we have talked about basic principles of building AI assistants. Let’s take them for a spin with a product case that we’ve worked on: using AI to support enterprise sales pipelines.

Ian RusselIan RusselBlog
Blog

Introduction to Functional Programming in F#

Dive into functional programming with F# in our introductory series. Learn how to solve real business problems using F#'s functional programming features. This first part covers setting up your environment, basic F# syntax, and implementing a simple use case. Perfect for developers looking to enhance their skills in functional programming.

Aqeel AlazreeBlog
Blog

Part 1: Data Analysis with ChatGPT

In this new blog series we will give you an overview of how to analyze and visualize data, create code manually and how to make ChatGPT work effectively. Part 1 deals with the following: In the data-driven era, businesses and organizations are constantly seeking ways to extract meaningful insights from their data. One powerful tool that can facilitate this process is ChatGPT, a state-of-the-art natural language processing model developed by OpenAI. In Part 1 pf this blog, we'll explore the proper usage of data analysis with ChatGPT and how it can help you make the most of your data.

Aqeel AlazreeBlog
Blog

Part 3: How to Analyze a Database File with GPT-3.5

In this blog, we'll explore the proper usage of data analysis with ChatGPT and how you can analyze and visualize data from a SQLite database to help you make the most of your data.

Aqeel AlazreeBlog
Blog

Part 4: Save Time and Analyze the Database File

ChatGPT-4 enables you to analyze database contents with just two simple steps (copy and paste), facilitating well-informed decision-making.

Aqeel AlazreeBlog
Blog

Database Analysis Report

This report comprehensively analyzes the auto parts sales database. The primary focus is understanding sales trends, identifying high-performing products, Analyzing the most profitable products for the upcoming quarter, and evaluating inventory management efficiency.

Christoph HasenzaglChristoph HasenzaglBlog
Blog

Common Mistakes in the Development of AI Assistants

How fortunate that people make mistakes: because we can learn from them and improve. We have closely observed how companies around the world have implemented AI assistants in recent months and have, unfortunately, often seen them fail. We would like to share with you how these failures occurred and what can be learned from them for future projects: So that AI assistants can be implemented more successfully in the future!

TIMETOACT
Technologie
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Technologie

Jira Service Management from Atlassian

Enable developers, operators, and other teams from different departments to collaborate and improve their service management responsiveness. Respond quickly to incidents, requests, and changes, and provide your customers with an optimized service experience.

TIMETOACT
Technologie
Technologie

Advice around Mendix

Develop your solutions quickly and independently in low-code with the leading technology vendor. Use the Mendix toolkit and model your applications with visual elements.

TIMETOACT GROUP
News
News

Proof-of-Value Workshop

Today's businesses need data integration solutions that offer open, reusable standards and a complete, innovative portfolio of data capabilities. Apply for one of our free workshops!

Kompetenz
Kompetenz

Software Engineering

Software engineering is the art of creating good software. Software engineering is the discipline of creating your digital products using methods proven by science and practice.

TIMETOACT
Technologie
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Technologie

Confluence from Atlassian

Create, organize, and collaborate on tasks - all in a single place. Confluence is a workspace for teams and organizations where you can store your documentation and collaboratively develop and share knowledge. Dynamic pages give your team a place to create, capture, and collaborate around projects or idea development.

TIMETOACT GROUP
Service
Service

Value Added Reselling

Software is an important factor for the success and competitiveness of companies. However, it is often not enough to simply buy and install software. You need individual customization, professional advice, reliable maintenance and competent support. This is where Value Added Software Reselling (VASR) comes into play. VASR means that, as a software reseller, we not only sell the software to you, but are also your partner who accompanies you from the selection of the right software through implementation and integration to operation and optimization.

TIMETOACT
Service
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Service

Application Development

Application Development refers to the process of modifying, designing and/or developing one or more applications. Gaps in the software landscape can be closed by tailoring applications individually to the customer.

Service
Service

Cloud Transformation & Container Technologies

Public, private or hybrid? We can help you develop your cloud strategy so you can take full advantage of the technology.

Rinat AbdullinRinat AbdullinBlog
Blog

The Intersection of AI and Voice Manipulation

The advent of Artificial Intelligence (AI) in text-to-speech (TTS) technologies has revolutionized the way we interact with written content. Natural Readers, standing at the forefront of this innovation, offers a comprehensive suite of features designed to cater to a broad spectrum of needs, from personal leisure to educational support and commercial use. As we delve into the capabilities of Natural Readers, it's crucial to explore both the advantages it brings to the table and the ethical considerations surrounding voice manipulation in TTS technologies.

Jörg EgretzbergerJörg EgretzbergerBlog
Blog

8 tips for developing AI assistants

AI assistants for businesses are hype, and many teams were already eagerly and enthusiastically working on their implementation. Unfortunately, however, we have seen that many teams we have observed in Europe and the US have failed at the task. Read about our 8 most valuable tips, so that you will succeed.

TIMETOACT
Technologie
Technologie

Our service offer for Mendix

The Dutch software manufacturer gives us the possibilities to create platform-independent low/no-code solutions for you with its products. In addition, we offer a wide range of services related to Mendix and are available to you from conceptual design to hosting and operation of your new solution.

Rinat AbdullinRinat AbdullinBlog
Blog

So You are Building an AI Assistant?

So you are building an AI assistant for the business? This is a popular topic in the companies these days. Everybody seems to be doing that. While running AI Research in the last months, I have discovered that many companies in the USA and Europe are building some sort of AI assistant these days, mostly around enterprise workflow automation and knowledge bases. There are common patterns in how such projects work most of the time. So let me tell you a story...

TIMETOACT GROUP
Service
Analytics und Business Intelligence
Service

Analytics & Business Intelligence

Analytics & Business Intelligence has become increasingly important in recent years. Companies that do not deal with Analytics and Business Intelligence find it difficult to cope with nowaday's huge amounts of data. With the help of analytical concepts and special software you can collect data of your own company, competitors or market developments to make your business processes and customer and supplier relationships more successful.

TIMETOACT GROUP
Kompetenz
Kompetenz

Sustainability consulting for your sustainability goals

The legislator demands more transparency in the area of sustainability. Create your sustainability reporting with us and implement the findings in a targeted manner.

Lösung
Lösung

IT-Service-Management (ITSM)

IT Service-Management (ITSM) can be used to improve (business) processes in terms of customer and service orientation - the use of the right tools and the structured organization of the IT department are important here.

novaCapta
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Leistung

Process optimization with Microsoft Business Applications

Digitalizing your business processes using low-code/no-code solutions helps reduce complexity and visualize your results – essential in today's data overload. We help with process optimization with Microsoft Business Applications.

Service
Service

Application Integration & Process Automation

Digitizing and improving business processes and responding agilely to change – more and more companies are facing these kind of challenges. This makes it all the more important to take new business opportunities through integrated and optimized processes based on intelligent, digitally networked systems.

TIMETOACT
Service
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Service

IT strategy – A clear goal and the way to achieve it

The IT strategy provides you with the plan for the long-term development of your IT organisation, necessary technologies, processes and digital culture.

TIMETOACT GROUP
Branche
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Branche

On-site digitization partner for insurance companies

As TIMETOACT GROUP, we are one of the leading digitization partners for IT solutions in Germany, Austria and Switzerland. As your partner, we are there for you at 17 locations and will find the right solution on the path to digitization - gladly together in a personal exchange on site.

TIMETOACT
Service
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Service

Application Modernization

Application Modernization focuses on modernizing existing applications. The key to success in Application Modernization is the strategy and selection of projects.

Produkt
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Produkt

Dev Tools

Browse, test, review and manage your code with Atlassian development tools (Dev Tools): Bitbucket, Bamboo, Fisheye, etc.

Kompetenz
Kompetenz

ARS Golden 4

Agile development, DevOps, APIs and microservices are the state-of-the-art gold standards for their digital systems and products.

TIMETOACT
Service
Header zu Requirement Engineering
Service

Requirement Engineering

Requirement Engineering, also known as Requirements Analysis, is a central component of the Software Development process. In this process, the requirements for the system to be developed are defined using a systematic procedure.

TIMETOACT GROUP
Branche
Branche

Digital transformation in public administration

The digital transformation will massively change the world of work, especially in public administration. We support federal, state and local authorities in the strategic and technical implementation of their administrative modernisation projects.

TIMETOACT
Technologie
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Technologie

Bamboo, Bitbucket, Sourcetree

Continuous Integration and a Continuous Delivery Pipeline with Bamboo, Bitbucket and Sourcetree. We can help you with our years of experience as a user as well as a solution partner of Atlassian products in many areas.

TIMETOACT GROUP
Branche
Schild als Symbol für innere und äußere Sicherheit
Branche

Internal and external security

Defense forces and police must protect citizens and the state from ever new threats. Modern IT & software solutions support them in this task.

TIMETOACT
Technologie
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Technologie

Incident communication management

Statuspage allows you to keep track of the status of individual system-relevant components as well as a history of past incidents. Our self-created solution also allows you to connect various monitoring tools and query them in specific cycles. The component failure automatically generates an e-mail to your ticket system.

TIMETOACT GROUP
Service
Headerbild zur offenen und sicheren IT bei Versicherungen
Service

Open and secure IT

Just a few years ago, insurers were reluctant to move into the cloud or platform world. Concerns about security and governance often prevailed. The paradigm has changed. Insurers are looking at cloud solutions and are increasingly willing to rely on standard solutions for core applications as well.

Service
Service

Managed Service: Mailroom

In the TIMETOACT mailroom, business documents are converted into data in a highly efficient manner and returned securely to the end customer for further processing.

TIMETOACT
Service
Header zu Fullstack Development
Service

Fullstack Development

The trend in Software Development is towards Full-Stack Development. Full-stack developers are programmers who work in both frontend and backend development and thus have competencies in the areas of databases, servers, systems and clients.

TIMETOACT
News
News

HCL license and price adjustments as of 8.8.2024

HCL Software has informed us that the license and maintenance prices for the various product categories will be increased as of 8.8.2024.

Kompetenz
Kompetenz

DevOps and CI/CD

A DevOps introduction gains momentum and focus with the support of our experts. We record the initiatives and capture the context of the company.

Offering
Offering

Smart Check

Smart Check provides you with a structured analysis of your current Atlassian tool deployment: a readiness analysis together with an efficiency check.

Kompetenz
Kompetenz

AI - A technology is revolutionizing our everyday lives

For ARS, AI is an increasingly natural and organic part of software engineering. This is particularly true in cases where it is an integral part of applications and functions.

Service
Service

App Development

Integrations, Tools and Apps - customized developments for your Atlassian solutions

TIMETOACT
Referenz
Referenz

Interactive online portal identifies suitable employees

TIMETOACT digitizes several test procedures for KI.TEST to determine professional intelligence and personality.

Lösung
Lösung

Application Lifecycle Management (ALM)

Application Lifecycle Management (ALM) at catworkx fulfills all requirements from the development and support of applications to the entire lifecycle of an application using Atlassian tools.

Service
Service

Software, Mobile and Web App Development

Standard software often cannot completely fulfill a company's own requirements - TIMETOACT therefore develops customized software solutions.

Kompetenz
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Kompetenz

Process Management

Process management causes additional work in the introduction phase, but this quickly turns into added value for your company as well as for employees, business partners and customers.

TIMETOACT
Referenz
Referenz

The digital customer file with IBM Content Manager

The prefabricated house specialist SchwörerHaus KG has relied on IBM technology for many years to set up a digital customer file.

TIMETOACT
Service
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Service

Agile Software Development

A project rarely turns out as it was initially planned. Agility does not only apply to Project Management, but also to methods and processes of Software Development in order to avoid risks and undesirable developments during the process.

TIMETOACT GROUP
Kompetenz
Kompetenz

Technology Adoption & Integration

IT is the driving force behind digital transformation. It provides your company with the technological foundations on which you can drive digital innovation, optimize customer loyalty and experience and automate your business processes.

Leistung
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Leistung

Software Assessment

Get through the is state of your core systems with the Legacy Software Assessment.

TIMETOACT
News
News

TIMETOACT is Mendix training partner

We are convinced of Mendix's no-code/low-code platforms and are therefore not only a Mendix partner, but also a Mendix training partner.

Kompetenz
Service Oriented Architecture (SOA)
Kompetenz

Architecture consulting

With the right architecture, it is possible to support processes with complexity that is needed and to make design, operation and further development as simple as possible.

TIMETOACT
Technologie
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Technologie

Containerisation with Open Source

Containerization is the next stage of virtualization and provides secure and easy compartmentalization of individual applications. The process of deploying an app has been simplified many times in recent years.

TIMETOACT
Technologie
Technologie

Pimcore als Open Source Software Platform

Pimcore is a free-to-use open source software platform and is already used effectively in many corporate fields. With Pimcore, your classic day-to-day business problems with portals and websites are easily solved as we tailor the platform to your specific business requirements.

TIMETOACT
Technologie
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Technologie

Mendix in retail

Improve collaboration with suppliers, enhance the customer experience or add intelligent automation. Transform creative ideas into innovative concepts to increase efficiency across multiple areas of your business.

TIMETOACT GROUP
Service
Software & Application
Service

Software & Application

Agility, Application Modernization, Fullstack Development and Requirement Engineering are important aspects of Business Application Development. No matter what kind of web project you are dealing with – we design and develop the right application for you and support you with our expertise.

TIMETOACT GROUP
Service
IT Modernization
Service

IT Modernization

We help you lead your IT to the digital age and in line with your business strategy.

TIMETOACT
Referenz
Referenz

TIMETOACT implements integrated insurance software

Less than one year from project start to system implementation: TIMETOACT developed the integrated, browser-based insurance software "HERMES" for the VOV D&O insurance association. The cross-departmental individual software completely covers all core processes of the insurance company. Users particularly appreciate the intuitive user interface and the high performance of HERMES.

TIMETOACT
Referenz
Referenz

Smarter mobility with the portal switchh

Subway, S-Bahn, bus, car, ferry or bicycle: The pilot project "switchh" of HOCHBAHN in cooperation with Europcar and Car2Go makes Hamburg mobile.

Service
Teaserbild zu Software Asset Management (SAM)
Service

Software Asset Management

Software Asset Management is a continuous process. In order to establish this process successfully in the company, it is necessary to involve all stakeholders affected in design and implementation.

Lösung
Lösung

CloudRun - Bring containerized apps to the cloud!

Improve scalability, efficiency, and save costs with our CloudRun services. We help you seamlessly deploy your application, including automated deployments and faster development cycles. Benefit from a scalable and cost-effective solution that seamlessly integrates with Google's CI/CD services.

TIMETOACT GROUP
Service
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Service

AI & Data Science

The amount of data that companies produce and process every day is constantly growing. This data contains valuable information about customers, markets, business processes and much more. But how can companies use this data effectively to make better decisions, improve their products and services and tap into new business opportunities?

Training
Training

Jira Automation (Cloud)

Over the course of the Jira Automation training participants will learn how to reduce project complexity through well-designed automations. With automation in Jira Cloud, you can create automation rules based on dozens of triggers, increasing the value of Jira and empowering your entire team to manage process consistency and productivity.

novaCapta
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Azure Infrastructure

With both PaaS and IaaS, Microsoft Azure offers you a technical basis for mapping individual enterprise architectures in the cloud. With our Azure Consulting Services and our Azure Landing Zone approach, you can master the journey to the cloud and optimize your business processes.

TIMETOACT GROUP
Service
Articifial Intelligence & Data Science
Service

Artificial Intelligence & Data Science

Data Science is all about extracting valuable information from structured and unstructured data. Together with Artificial Intelligence (AI) – the ability of a machine to imitate intelligent human behavior – you can make accurate decisions, based on high-quality information. Moreover, you can react quickly to recent developments.

TIMETOACT
Technologie
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Technologie

Enterprise Service Desk

With technical and professional-methodical competence, our ITIL experts advise our customers in all questions regarding the design and organization of processes and the further development of a modern service desk.

Kompetenz
Kompetenz

IT modernization

Whether it is about the development of company-wide digitalization strategies, the agile development of high-quality software or the successful, holistic transformation into the cloud - whenever companies want to modernize their IT, ARS Computer and Consulting is the right partner.

TIMETOACT
Technologie
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Technologie

Talend Application Integration / ESB

With Talend Application Integration, you create a service-oriented architecture and connect, broker & manage your services and APIs in real time.

TIMETOACT
Blog
Blog

TIMETOACT starts with the implementation of ESG-Suit

Compliance with ESG and sustainability standards is mandatory for companies in order to meet the requirements of the EU's Corporate Sustainability Reporting Directive (CSRD).

TIMETOACT
Martin LangeMartin LangeBlog
Checkliste als Symbol für die verschiedenen To Dos im Bereich Lizenzmanagement
Blog

License Management – Everything you need to know

License management is not only relevant in terms of compliance but can also minimize costs and risks. Read more in the article.

TIMETOACT
Service
Teaserbild Enterprise Content Management (ECM) Beratung
Service

Enterprise Content Management (ECM) & Archiving

With Enterprise Content Management (ECM), all data, information and documents are stored, archived and managed in a context-related manner on a single platform. ECM systems offer numerous advantages for managing the increasing number of (un)structured electronic documents and data.

Leistung
SAFe® Implementierung - Leistungen
Leistung

SAFe® Implementation

Why process management with Atlassian tools, SAFe® and catworkx? What is the procedure? And what advantages can be expected?

TIMETOACT
Technologie
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Technologie

Open Source Compliance

Prevent risks with optimal license management. We are at your side and show you the rights and obligations of the individual licenses.

TIMETOACT GROUP
Service
Service

Digital Architecture

In order to survive in a dynamic and highly competitive market, you need to be able to adapt your business processes, products and services quickly and efficiently to the needs and expectations of your customers. The architecture of your IT systems plays a decisive role in this. A digital architecture is a holistic and flexible design of the IT landscape that supports the integration of data, applications and services across different platforms and applications and promotes the innovation, agility and scalability of your company.

Leistung
Leistung

Digital Consulting International

For us, consulting means working with you to achieve your goals, show you new options and get the most out of your resources and requirements..

Kompetenz
Kompetenz

Shaping the future with technology

ARS Computer and Consulting is one of the leading companies in the field of software engineering. Our mission: The Art of Software Engineering. This includes high-quality consulting and successful projects for the agile development of high-quality software.

IPG
Marco RohrerMarco RohrerBlog
Hintergrundgrafik für IPG Partner Clearsky
Blog

Bring IT service management and IAM systems together

How do companies bring their complex IT service management and IAM systems together in an end user-friendly way? In our interview, Clear Skye and the IPG Group show, how it works very easily