The two-pass compiler is back – this time, it’s fixing AI code generation

If you came up building software in the 1990s or early 2000s, you remember the visceral satisfaction of determinism. You wrote code. The compiler analyzed it, optimized it, and emitted precisely the machine instructions you expected. Same input, same output. Every single time. There was an engineering rigor to it that shaped how an entire generation…

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Ease into Azure Kubernetes Application Network

If you’re using Kubernetes, especially a managed version like Azure Kubernetes Service (AKS), you don’t need to think about the underlying hardware. All you need to do is build your application and it should run, its containers managed by the service’s orchestrator. At least that’s the theory. However, implementing a platform that abstracts your code…

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The agent tier: Rethinking runtime architecture for context-driven enterprise workflows

Most large enterprises run on deterministic software foundations. Business rules are embedded within workflows, state transitions are modeled explicitly and escalation paths are defined in advance. System behavior is specified in advance, making outcomes predictable. Meaningful scenarios are encoded as conditional branches and validated before release. For decades, this approach has delivered the reliability and…

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MuleSoft Agent Fabric adds new ways to keep AI agents in line

Salesforce first sought to tackle AI agent sprawl last year with Agent Fabric, a suite of capabilities and tools inside its MuleSoft AnyPoint Platform. Now, it’s seeking to further rein in unruly AI agents on its platform and those of other vendors too, with new governance tools and deterministic controls. When enterprises adopt multiple agentic…

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dbt Labs Report: 72% of Data Teams Use AI. 71% Fear Bad Data. Data Systems Can’t Keep Up

According to the State of Analytics Engineering 2026, the modern data stack is scaling fast, but unevenly. It is also growing faster than the trust and governance mechanisms designed to support it. AI is no longer experimental. It is embedded. 72% of teams now prioritize AI-assisted coding, and more than 77% of leaders are already…

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Salesforce launches Headless 360 to support agent‑first enterprise workflows

Salesforce is packaging its developer and AI tooling, including its vibe coding environment Agentforce Vibes, into a new platform named Headless 360, designed to help enterprise teams build agent-first workflows. The CRM software provider defines agent-first workflows as enterprise processes in which software agents, rather than human users, carry out tasks by directly invoking APIs,…

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