Generative AI can boost developer productivity by up to 55%, but rushing deployment can pile up serious technical debt. Clear guardrails, disciplined debt management, and responsible AI training are essential to avoid costly system failures. https://
mitsmr.com/4mKf9mL @mitsmr
SOFTWARE
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AI Productivity Gains Require Disciplined Debt Management
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Databricks Palantir Integration Accelerates Secure AI Use Cases
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Together, Databricks + @PalantirTech are accelerating high-impact AI use cases and outcomes. In this walkthrough, Benjamin Abood and @chadwahl break down how the integration enables: – Secure, bidirectional data federation with minimal data movement
– Unified governance using -
Data Orchestration Shifts to Data-First with AI-Ready Workflows
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Data orchestration is shifting from workflow-first to data-first. As platforms become more governed and event-driven, orchestration moves closer to the data layer. Lakeflow Jobs reflects this with native triggers, built-in lineage, and AI-ready workflows, without managing
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Datadog Uses OpenAI Codex for Incident Prevention
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How @datadoghq uses Codex for preventing incidents: https://
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Unity Catalog Open Governance Expands with External Writes
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A year after open-sourcing Unity Catalog, open governance is proving its value. Hundreds of organizations now use UC Open APIs to connect any engine, govern Delta and Iceberg tables, and rely on credential vending for secure, temporary access. With upcoming external writes,
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ElevenLabs Launches Scribe V2 Realtime: The Best Speech-to-Text Model Yet
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The champion has returned:
— AI Breakfast (@AiBreakfast) 9 janvier 2026
@elevenlabsio just released Scribe V2 Realtime, an ultra-accurate speech to text model with precision timestamps and entity detection, optimized for low-latency and voice agents.
Best transcription model we’ve seen yet. https://t.co/JgM7LEImmEThe champion has returned: @elevenlabs just released Scribe V2 Realtime, an ultra-accurate speech to text model with precision timestamps and entity detection, optimized for low-latency and voice agents. Best transcription model we’ve seen yet.
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Ambient Conversation AI Scribes Boost Productivity with Trade-offs
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4 papers today on ambient conversation AI scribes.
They increase productivity, but……. -
Vibe Coding Eases Attention Demands of Manual Programming
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This is so true. Programming "by hand" is a *VERY* attention demanding and attention-to-the-details kind of endeavor. It is almost impossible to do right if you are stretched with other obligations in life. Vibe coding changes that.
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Building AI Agents Requires Complete Infrastructure Beyond Core Development
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Absolutely! Beyond just building the agent, you also need to manage memory, state, observability, tracing, logging, streaming, and more. It’s essentially a full infrastructure you have to design and maintain to ensure the agent actually does something useful.
