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  1. 91

    The Shadow Factory: Why Your CI/CD Sprawl is About to Move Faster Than You Can Think

    The article warns that unchecked CI/CD sprawl— orphaned pipelines, hard‑coded secrets, and permissive runners— creates a hidden attack surface, and that AI‑driven agents will amplify the problem. It recommends a governance layer with real‑time inventory, policy‑as‑code, and AI guardrails to bring the software factory under the same security rigor as production.

    Codeshipcloudbees.com3 min
  2. 92

    Agentic Skill Decay

    Addy Osmani warns that AI agents can short‑circuit the hands‑on practice (“reps”) that builds deep expertise and judgment. He recommends deliberately inserting hypothesis‑forming, “why” questioning, diff inspection, failure prediction, and occasional manual coding into the workflow, especially for junior engineers. A 2026 Anthropic study showed junior developers using AI scored 17 % lower on a fo…

    Addy Osmaniaddyosmani.com16 min
  3. 93

    A New Framework for Open Source AI

    Mozilla and partners published a paper proposing a layered, gradient openness framework for foundation models, defining openness for data, code, weights, docs, and deployment. The framework gives developers, regulators, and civil society a common language to evaluate openness and safety beyond a binary label.

    Mozilla Automation Teammozilla.org3 min
  4. 97

    Juicebox vs Pin: Which AI sourcing tool fits your team?

    Juicebox and Pin are AI‑driven sourcing tools aimed at different buyer personas: Juicebox targets recruiting teams with shared CRM, permissions, and a deep intelligence layer (compensation, growth‑stage, bias audits), while Pin is a solo‑recruiter assistant that automates sourcing, outreach, and scheduling in a single‑user workflow. The article compares scale, collaboration, intelligence, and gov…

    SitePointsitepoint.com7 min