Entering an order again. Combining files for a report. Waiting for software to open. Let’s improve the step that holds up your day and keep the parts that work.
JetBrains 2025: the report draws on over 5,000 developers; the exact count for this question is not stated. Multiple selections; not installation or Türkiye share.
Java 8
Java 8 has no universal end date. Oracle lists commercial Extended Support through December 2030; entitlement depends on the distribution and contract.
Java 25
Choose the Java 25 LTS distribution and support entitlement separately. Oracle JDK 25 uses NFTC terms, with OTN licensing planned for updates after September 2028.
JetBrains 2025: over 3,800 professionals in 34 countries; the exact count for this question is not stated. Multiple runtime selections; not unsupported application share.
.NET Framework
.NET Framework 4.8/4.8.1 support depends on the Windows version; Framework as a whole is not unsupported.
.NET 10
.NET 10 LTS is supported through 14 November 2028; staying current on patches is required.
Stack Overflow 2025 database question: 26,083 responses, extensive development over the past year, multiple selections. Product usage, not SQL 2014/2016 or Türkiye share.
SQL Server 2014 / 2016
SQL Server 2016 support ended on 14 July 2026. Limited ESUs require eligible licensing or a subscription; moving to Azure does not make them free.
SQL Server / PostgreSQL
Select a supported SQL Server or PostgreSQL version for the workload and record its patch and support schedule.
Two studies put numbers on everyday business questions: how much time goes into maintenance, and how site speed relates to conversion.
17.3hours / week
Estimated developer time spent on maintenance
Stripe / Harris Poll · 2018 · respondent estimate
Weekly maintenance timeRead the study and its scope
In Stripe/Harris Poll's 2018 study, developer respondents estimated that developers at their companies spent an average of 17.3 hours per week on maintenance, including debugging, refactoring and modifying code.
Source: The Developer Coefficient · Stripe / Harris Poll · Published: · Accessed: Respondents' estimates, not time tracking. Historical 2018 data about maintenance workload; it does not measure uptime, recovery time or benefits from a particular modernization.
8.4%
Observed retail mobile conversion increase
Deloitte · 2020 · associated with a 0.1s improvement across four speed metrics
Deloitte's mobile-site study of 37 brands observed a relationship between a 0.1-second improvement in each of four speed metrics and conversion-rate increases of 8.4% in retail and 10.1% in travel.
Source: Milliseconds Make Millions · Deloitte Ireland LLP / Deloitte Digital · Published: · Accessed: Commissioned by Google; Europe and the US, mobile web, October 28–November 24, 2019. Correlation from natural speed changes, not causation or a guaranteed outcome. The numeric field represents retail.
COST, SECURITY AND CONTINUITY
Which problem should modernization solve?
Look at the time spent on maintenance, slow workflows and dependencies that limit growth. Choose your priority and explore the business contribution.
01
Reduce maintenance and operating costs
+
INDUSTRY EVIDENCE
GAO reports that US federal agencies typically attribute about 80% of annual IT and cyber spending, exceeding $100 billion, to operating and maintaining existing IT.
CISA identifies unsupported software in critical infrastructure and national critical functions as a dangerous practice, emphasizing the risk in internet-accessible technologies.
Source: Bad Practices · Cybersecurity and Infrastructure Security Agency (CISA) · Published: · Accessed: · Last checked: Official security guidance, not a numerical risk or modernization outcome measurement. CISA encourages all organizations to address these practices.
Deloitte's mobile-site study of 37 brands observed a relationship between a 0.1-second improvement in each of four speed metrics and conversion-rate increases of 8.4% in retail and 10.1% in travel.
Source: Milliseconds Make Millions · Deloitte Ireland LLP / Deloitte Digital · Published: · Accessed: Commissioned by Google; Europe and the US, mobile web, October 28–November 24, 2019. Correlation from natural speed changes, not causation or a guaranteed outcome. The numeric field represents retail.
In Gartner's July 2024 survey of 1,203 data-management leaders, 63% of organizations lack or are unsure they have suitable data-management practices for AI. Forecast (2025) — Gartner predicts that through 2026, 60% of AI projects unsupported by AI-ready data will be abandoned.
Source: Lack of AI-Ready Data Puts AI Projects at Risk · Gartner · Published: · Accessed: The numeric field is the survey result. The separate 60% is a Gartner forecast, not verified as an observed outcome.
In Stripe/Harris Poll's 2018 study, developer respondents estimated that developers at their companies spent an average of 17.3 hours per week on maintenance, including debugging, refactoring and modifying code.
Source: The Developer Coefficient · Stripe / Harris Poll · Published: · Accessed: Respondents' estimates, not time tracking. Historical 2018 data about maintenance workload; it does not measure uptime, recovery time or benefits from a particular modernization.
Evaluate a migration through business rules, response time, resource use and a rollback rehearsal. Explore the application, experiment and result together in the lab.
The starting scenario is shown below. Changing inputs requires JavaScript.
Enter all three values to compare current and target time. Minutes: 0–1,440; monthly runs: a whole number from 0–1,000,000.
How is this calculated?
Monthly difference = (current minutes − target minutes) × monthly runs ÷ 60. This assumes the target is achieved. Whether the time can be used elsewhere depends on the workflow. Inputs stay in your browser.
THE WORKING METHOD
How a modernization project works
Health check
Review critical workflows, dependencies and support status, then rank the work.
Incremental transition
Start with a bounded workflow and keep a rollback path.
Parallel operation
Compare old and new results using the same task and data.
Maintenance
Agree updates, monitoring and responsibilities in advance.
HUMAN + AI
Where does AI fit in the work?
AI assists discovery, documentation and draft code. People own design decisions, validation and code review. Case steps make each contribution explicit.
Mert Can Balci is a full-stack developer working on airline software and internal business applications. His work spans services, data flows and interfaces using Java, Spring Boot and Oracle PL/SQL. He graduated from the dual-degree programme at Istanbul Technical University and Binghamton University. His modernization work focuses on preserving business rules, data consistency and everyday usability.