Building AI agents is 5% AI and 100% software engineering

Building AI agents is 5% AI and 100% software engineering

Production-grade agents live or die on data plumbing, controls, and observability—not on model choice. The doc-to-chat pipeline below maps the concrete layers and why they matter. What is a “doc-to-chat” pipeline? A doc-to-chat pipeline ingests enterprise documents, standardizes them, enforces governance, indexes embeddings alongside relational features, and serves retrieval + generation behind authenticated APIs with…

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The AI Gold Rush Is Here—But 95% of Companies Are Digging in the Wrong Place – Spritle software

The AI Gold Rush Is Here—But 95% of Companies Are Digging in the Wrong Place – Spritle software

A recent MIT Technology Review Insights report, “State of AI in Business 2025,” reveals a stark reality: Billions are being poured into GenAI — yet the uncomfortable truth is that most enterprises are running in circles while only a select few sprint ahead. Welcome to the GenAI Divide—a widening chasm between companies trapped in endless…

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Software commands 40% of cybersecurity budgets as gen AI attacks execute in milliseconds

Software commands 40% of cybersecurity budgets as gen AI attacks execute in milliseconds

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now “With volatility now the norm, security and risk leaders need practical guidance on managing existing spending and new budgetary necessities,” states Forrester’s 2026 Budget Planning Guide, revealing a fundamental…

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Can AI really code? Study maps the roadblocks to autonomous software engineering

Can AI really code? Study maps the roadblocks to autonomous software engineering

Imagine a future where artificial intelligence quietly shoulders the drudgery of software development: refactoring tangled code, migrating legacy systems, and hunting down race conditions, so that human engineers can devote themselves to architecture, design, and the genuinely novel problems still beyond a machine’s reach. Recent advances appear to have nudged that future tantalizingly close, but…

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