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⚡ AI Lessons

Dev.to · Solon Framework
7h ago
Give Your Java Agents a Memory - Session Management with Solon AI
How Solon AI agents remember users across turns, servers and restarts - ChatSession, AgentSession, pluggable InMemory/File/Redis backends and windowed history.

Dev.to · Solon Framework
18h ago
From Messy Text to Reliable Java Objects - Structured Output Extraction with Solon AI
How to turn unstructured invoices, resumes and tickets into validated Java objects using type-driven JSON Schema generation in Solon AI - provider-agnostic and

Dev.to · Solon Framework
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Self-Healing Software Development: Automating Code Generation, Testing, and Fixing with Solon AI Loop Engine
Software agents are transitioning from stateless assistants to autonomous, loop-driven operators....

Dev.to · Solon Framework
3d ago
Securing Financial Agents: Implementing Human-in-the-Loop (HITL) Workflows in Solon AI
In the era of autonomous AI Agents, letting a Large Language Model (LLM) invoke backend tools...

Dev.to · Solon Framework
3d ago
Solon 4.0.5 Core: Migrating from Apache Fury to Apache Fory for Blazingly Fast Serialization
In the recently released Solon v4.0.5, a minor but strategically significant update is highlighted in...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
1w ago
Hot-Plug in Practice: Managing Solon Plugins at Runtime
Every time a business module needs an update, do you have to restart the whole application? For small...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
2w ago
The AppContext API: Programmatic Bean Control in Solon
Annotations get you a long way in Solon. @Component, @Inject, @Bean cover the everyday work: declare...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Solon's Application Lifecycle: 12 Timing Points, LifecycleBean, EventBus and Plugin SPI
Most framework bugs I have chased in Java web apps were not logic bugs. They were timing bugs: a bean...

Dev.to · Solon Framework
📐 ML Fundamentals
⚡ AI Lesson
2w ago
Wiring a Model into SolonCode: Dialects, the apiUrl Rules, and the Timeouts Nobody Warns You About
SolonCode ships with no model. That is a deliberate product choice, not an omission: no bundled...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Solon Config Vault: ENC() Secrets, @VaultInject, and a Runtime Key — No Jasypt, No Config Server
Every team has that one application.yml with a database password sitting in plain text, committed to...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Solon Config Injection: @Inject, @BindProps, and Auto-Refresh — No @Value, No @ConfigurationProperties
I've been using Solon for a while now, and one of the first things I had to unlearn coming from...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Solon Multi-Environment Config: Six Loading Tiers, an In-File Segment Trick, and No Profiles API
If you've spent time with Spring Boot, you know the spring.profiles.active routine — one property,...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Solon's 10 HTTP Servers: Pick Your Engine With One Dependency Change
I've been running Solon apps in production for a while now, and one thing that keeps surprising...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
2w ago
Solon Validation: @Valid, 20+ Annotations, and Custom Validators Without the JSR 380 Baggage
A practical walkthrough of Solon's built-in validation system — no javax.validation, no Jakarta, just annotations that work on controllers and components.

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
3w ago
Solon WebSocket: Listener Interface Over Annotation Maze
Solon's WebSocket support is one of those areas where the design diverges clearly from what most Java...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
3w ago
Solon I18n: Three Resolvers, Zero Boilerplate
Solon takes a different approach. The entire i18n module is built around three resolvers, one...

Dev.to · Solon Framework
🏗️ Systems Design & Architecture
⚡ AI Lesson
3w ago
Solon State Machine: When if-else Spaghetti Meets a Cleaner Pattern
The Core Idea A state machine has four building blocks: Concept Meaning State A...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
3w ago
Solon Logging: SLF4J-Native, YAML-Driven, No XML Required
Every Java project needs logging. And every Java developer has a war story about it — the XML file...

Dev.to · Solon Framework
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
Solon Data SQL: Three Layers of Data Access Without the Bloat
Solon Data SQL: Three Layers of Data Access Without the Bloat Every Java framework...

Dev.to · Solon Framework
🏗️ Systems Design & Architecture
⚡ AI Lesson
3w ago
Solon Cloud: The Distributed Toolkit That Doesn't Lock You In
When I first looked at Solon Cloud, I expected another opinionated microservice framework—the kind...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
3w ago
Nami RPC in Solon: Calling Remote Services Like Local Beans
The first time I wrote an RPC client in a Java project, I ended up with a hand-rolled HTTP wrapper, a...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
3w ago
Solon Config & Multi-Environment Management: The Layering Model That Fits in Your Head
One thing I never appreciated until I ran the same jar across dev, staging, and prod is how much of...

Dev.to · Solon Framework
🔄 Data Engineering
⚡ AI Lesson
3w ago
Solon Flow: Lightweight Process Orchestration Without BPMN XML
When you need process orchestration — approval workflows, business rules, data pipelines — the usual...

Dev.to · Solon Framework
🔧 Backend Engineering
⚡ AI Lesson
3w ago
Testing Solon Web Apps with @SolonTest and HttpTester
Testing a Java web service is most valuable when it checks the application boundaryânot just a...
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