AI95 articles

Table of Contents Why Your Codebase Is Forcing AI to Underperform, and What to Do About ItThe Context Window Is Your AI’s Working MemoryUnused & Dead Code Is More Common Than You ThinkRuntime Evidence Changes the PictureAI-Assisted Code Removal WorkflowThe …

Table of Contents From Vibe to SystematicHow a Coding Agent Actually WorksThe WorkflowTime Changes When You Use AIDone ≠ ReadyWhat Companies Need to Enable ThisOn the Eclipse SideFinal ThoughtsThis Post Was Co-Authored With Claude CodeMost developers using AI tools are …

Table of Contents YouTubePodcast AppsGuestsLinksContentYour AI-powered Java application is live in production. But have you actually tested whether it can be jailbroken or manipulated into leaking data it should never reveal? In this episode, Iryna Dohndorf walks us through Tiberius, …

Table of Contents The Problem with Stateless ChatWhat We Are BuildingTwo Different Kinds of MemoryMix & MatchShort-Term Memory: Keeping the Conversation CoherentLong-Term Memory: Carrying Knowledge Across SessionsMemory Consolidation: From Conversation to Durable FactThe Advisor Chain and Why Order MattersThe Atlas …

Table of Contents What agents actually need in productionWhat Spring already gives youBUILD: Create agent teamsGOVERN: Budget, approvals, permissions, checkpointsOPERATE: Observe, recover and run safelyRetry that understands costOperational sovereigntyOne stack, one runtimeGetting started A JVM-native runtime for building, governing and …

Table of Contents Core banking, reimagined as “AI-native”Payments and money movementLending, credit, and collectionsRisk, fraud, and complianceBuild-your-own-agent platforms and toolingData and infrastructure underneath it allContent, language, and trustServices and talentConclusionsI walked the floor at Money20/20 in Amsterdam with a simple …

Table of Contents 1. The Problem2. What Tiberius Does2.1 Fixture-Based Regression Testing2.2 Guardrail Validation Against Real Attack Data2.3. Probabilistic Security Contracts2.4. Bias Testing2.5. Model Fingerprinting3. Attack Coverage3.1 Buff Mutations4. Integration5. The Case for Shared Attack Datasets6. Security Testing as a …

BoxLang AI 3.2.0 is here, and it’s a landmark release. We’re shipping five major features: image generation, web search, a fluent audio builder API, a centralized agent registry, and deep MCP observability along with a suite of analytics improvements and …

Table of Contents Where Jakarta EE Comes From and Where It’s HeadedThe Past, Present, and Future of Enterprise Java – Ivar Grimstad (Eclipse Foundation)Jakarta EE Meets AI: Three Angles on the Same ProblemThe Intelligent Monolith: Supercharging Jakarta EE with Local …