Articles & Blog
Practical guides, experience feedback and expert advice to succeed in your digital transformation.
Product Management in the AI Exponential Era: How to Stay Relevant When Everything Accelerates
According to METR, AI models handle tasks 41x more complex than 16 months ago. Quarterly roadmaps become fiction, prototyping replaces documentation, and each new model reshuffles the deck. Here's how Product Managers can turn this acceleration into an advantage.
Claude Code Dream & Auto Dream: Automatic Memory Consolidation
After 20 sessions, Auto Memory notes become a mess. Auto Dream solves this by automatically consolidating Claude Code's memory: deduplication, stale entry removal, relative-to-absolute date conversion.
Claude Code Auto Mode: Autonomy Without the Risk
Auto Mode in Claude Code eliminates permission interruptions while keeping a safety net. A classifier analyzes every action before execution and blocks destructive operations. The sweet spot between approving everything and letting everything through.
Claude Dispatch and Computer Use: AI Takes Control of Your Mac
Claude can now control your Mac: click, navigate, fill forms, run builds. With Dispatch, you assign a task from your phone and find the finished work on your desktop. Research preview, macOS only.
1 Million Context Tokens: What It Actually Changes
Claude Opus 4.6 and Sonnet 4.6 move to 1M context tokens in GA, no premium. 78.3% on MRCR v2 (record). Gemini 3.1 Pro offers the same context. Why it's a fundamental shift for coding and agents.
ADK 2.0: Google Moves to Deterministic Agent Workflows
ADK 2.0 introduces three major capabilities: deterministic graph-based workflows, collaborative agents with coordinator, and dynamic workflows with loops and branching. Alpha, Python only, no guaranteed backward compatibility.
Gemini 3.1 Pro: Google DeepMind's New Flagship Model
Gemini 3.1 Pro scores 77.1% on ARC-AGI-2 (+46 pts vs Gemini 3 Pro), 94.3% on GPQA Diamond, 2887 Elo on LiveCodeBench. Same price as Gemini 3 Pro. Available on Vertex AI, Gemini CLI and Google AI Studio.
Claude Now Builds Interactive Visualizations Inline
Claude now generates interactive visualizations directly in conversations. Manipulable charts, diagrams, interactive tables - without writing a line of code. Available on all plans.
Claude Code Review: AI Agents That Actually Review Your Pull Requests
Anthropic launches Code Review in Claude Code. Not a linter, not a static scan: a fleet of agents that read your code, verify their findings, and rank bugs by severity. Internal numbers and how it works.
Open SWE by LangChain: An Open-Source Framework for Autonomous Coding Agents
LangChain just released Open SWE, an open-source framework that lets any organization deploy its own autonomous coding agent. Inspired by Stripe, Ramp, and Coinbase, it democratizes AI-assisted software engineering.
Claude Code /loop: Automate Your Recurring Tasks Like a Pro
The new /loop command in Claude Code transforms your workflow by automating build monitoring, PR babysitting, and reminders. Complete guide with practical examples.
Trusted Cloud: The Technology Is Ready. Are Your Teams?
S3NS technology is ready: SecNumCloud 3.2, PREMI3NS, CRYPT3NS. But adoption hits a human obstacle: the lack of trained professionals. SFEIR Institute launches the S3NS Cloud de Confiance Leader training.