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AI, Computer Vision, Self-Healing: Speeding Up Issue Resolution During and After an Oracle Forms Migration

The people who know a legacy system are fewer every year, yet the change requests keep coming, and during an Oracle Forms migration two systems need support at once. This post shows how Issue Analysis, the AI coding assistant, Klicker, and self-healing take a ticket from first look to a tested fix, with an engineer approving what reaches production.

Sandra Schroeter

Senior Product Marketing Manager

Oracle Forms Modernization
AI, Computer Vision, Self-Healing: Speeding Up Issue Resolution During and After an Oracle Forms Migration
The people who know a legacy system are fewer every year, yet the change requests keep coming, and during an Oracle Forms migration two systems need support at once. This post shows how Issue Analysis, the AI coding assistant, Klicker, and self-healing take a ticket from first look to a tested fix, with an engineer approving what reaches production.
Sandra Schroeter
Senior Product Marketing Manager
Oracle Forms Modernization
Kodesage at Oracle AI World: Bring Your Scariest Forms Migration Story
Kodesage is heading to Oracle AI World (October 25-28, Las Vegas) and wants to hear your scariest Oracle Forms migration story, or help you avoid writing one. We're introducing Kodesage Discovery at the show, and giving away a free assessment worth up to $50,000 at booth 7032.
Sandra Schroeter
Senior Product Marketing Manager
Engineering Deep Dives
AI Agent Memory: 6 Ways Systems Retrieve the Right Context
Putting every stored memory into the context sounds like the safe option, and for a small memory bank it is. Past a certain size it turns against you: unrelated entries add noise, the model works harder to find what matters, and less capacity is left for the actual task. Six ways to select rather than load everything, and when each is worth the complexity.
Damjan Tarkanyi
Data Scientist & AI Researcher

All posts

Oracle Forms Modernization
Kodesage at Oracle AI World: Bring Your Scariest Forms Migration Story
Kodesage is heading to Oracle AI World (October 25-28, Las Vegas) and wants to hear your scariest Oracle Forms migration story, or help you avoid writing one. We're introducing Kodesage Discovery at the show, and giving away a free assessment worth up to $50,000 at booth 7032.
Sandra Schroeter
Senior Product Marketing Manager
Engineering Deep Dives
AI Agent Memory: 6 Ways Systems Retrieve the Right Context
Putting every stored memory into the context sounds like the safe option, and for a small memory bank it is. Past a certain size it turns against you: unrelated entries add noise, the model works harder to find what matters, and less capacity is left for the actual task. Six ways to select rather than load everything, and when each is worth the complexity.
Damjan Tarkanyi
Data Scientist & AI Researcher
Oracle Forms Modernization
How to Avoid Paying Twice for AI-Powered Oracle Forms Migration
Satya Nadella just told enterprises they're paying for AI twice: once with money and again with the proprietary knowledge they share with AI. In an Oracle Forms migration, that knowledge is the business logic that you can't afford to expose. Learn what Satya Nadella's recent warning means for your project, and the four design questions we'd ask before letting AI anywhere near your Forms migration.
Sandra Schroeter
Senior Product Marketing Manager
Legacy Modernization
Application Modernization Roadmap: 7 Phases for a Successful Strategy
Many modernization programmes fail due to incomplete audits that missed hidden dependencies. Business Wire says 74% of organizations who start a legacy modernization project never finish it. In this article we cover seven phases for planning a modernization roadmap.
Richard Katona
Head of Product Delivery
Oracle Forms Modernization
Oracle Forms to APEX Migration: A Step-by-Step Migration Guide
Oracle retired its own APEX converter in 21.1, so what actually automates a Forms migration today? A five-step guide to discovery, deterministic conversion, AI-assisted rebuilding and validation, including where the automation stops and your architects take over.
Andras Palinkas
Senior Software Engineer
AI and LLM News
Qwen3.8-27B: how much reasoning effort should we pay for?
The new Qwen3.8 lets us tell it how much thinking effort to use before it answers. More thinking should buy better answers, and it certainly buys longer waiting time, so the question is how much is worth paying for. We put Qwen3.8-27B through three effort settings against two other models we regularly use. The metric we use is Substance, which is the mean of accuracy and completeness.
Marcell Dabis
Data Scientist & AI Ressearcher
AI Developer Tools
Kodesage CLI: Build and Ship From Your Terminal or JetBrains IDEs
Whether developers live in a terminal or an IDE, the Kodesage CLI brings the same trusted knowledge and a native AI coding assistant directly to them, generating code, writing tests, and committing changes without leaving their workflow.
Sandra Schroeter
Senior Product Marketing Manager
AI and LLM News
Kodesage MCP: Bringing Trusted Knowledge Into Every Workflow
Kodesage's MCP server brings its knowledge directly into the tools teams already use, like developer IDEs such as VS Code, Slack and Teams for the wider team, and custom enterprise applications. It also powers agentic workflows, such as those built in n8n, where Kodesage becomes part of the decision logic, so that system knowledge is available exactly where it's needed, by a person or an agent.
Sandra Schroeter
Senior Product Marketing Manager
Legacy Modernization
Best Enterprise Software for Legacy Modernization in 2026
Legacy enterprise systems accumulate years of undocumented changes, hidden dependencies, and technical debt that make modernization feel slow and risky without the right tooling. This article reviews eight leading enterprise software platforms for legacy modernization, covering AI-driven code analysis, automated documentation, low-code rebuilding, and API-led integration, comparing their approaches, deployment models, and pricing to help teams find the right fit for their environment and modernization strategy.
Richard Katona
Head of Product Delivery

Why choose Kodesage?

Deep Legacy Code Intelligence
Kodesage supports legacy stacks like Oracle Forms, COBOL, PowerBuilder, SAP, PL/SQL, and also modern stacks.
Secure On-premise Deployment
Single tenant application, offering both VPC and fully on-premise deployments meeting the strictest security requirements.
Living Knowledge Base
Connect to the entire codebase, issue ticketing systems like Jira, databases, tests, wikis like Confluence and upload documents.
Automated Documentation
AI generated software documentation that is always up to date with a pre-built and editable document template library.
Regression Test Automation
Automate regression and unit test coverage, accelerate releases and ensure traceability for future audits.
AI-powered Issue Ticket Analysis
Native integration to systems like Jira, and AI-generated fix recommendations for tickets.