Insights
Measuring the ‘Claude Effect’: Provectus’ Metrics Framework for Dev Productivity ROI
7 min read
Executive Summary AI now produces a large share of new code, yet enterprise engineering productivity has barely moved because most…
Konstantin Makarychev
Director of Engineering at Provectus
Building a Production-Grade AI Debugging Agent with Claude and GitHub Actions
16 min read
Software engineers spend 35-50% of their time debugging, a number that increases dramatically when bugs reach production. What starts as…
Alberto Sossa
ML Solutions Architect at Provectus
Provectus at AWS re:Invent 2025: Leading the Agentic AI Transformation
8 min read
AWS re:Invent 2025 brought together over 60,000 in-person attendees in Las Vegas and reached 2 million viewers online. With thousands…
Provectus
AI-first systems integrator and solutions provider
Agent Telemetry: Building Traces, Metrics & CI/CD for Claude Agents
16 min read
Introduction The adoption of AI agents marks a dramatic shift in enterprise automation operations. Large language models (LLMs) have undergone…
Pavel Borobov
Staff Solutions Architect at Provectus
Differential Privacy for LLM Pipelines: Lessons from Anthropic’s Clio
19 min read
Introduction The enterprise adoption of Large Language Models (LLMs) has accelerated rapidly, transforming domains like customer service, content creation, software…
Pavel Borobov
Staff Solutions Architect at Provectus
Alberto Sossa
ML Solutions Architect at Provectus
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