Blog category
Workflow strategy
How to plan automation that stays maintainable and useful in daily work.
AI agents 2026: three autonomy levels and why most SMEs stop too early at level one
Anyone running AI agents in production quickly runs into the autonomy question. Three levels help allocate risk and benefit cleanly. Few SMEs scale past level one, even though that is where the largest lever sits.
Read articleAI automation 2026: What SMEs should actually expect in the next twelve months
Where AI automation really lands in 2026: away from copilot hype, toward concrete workflows, affordable agents, and built-in governance. A sober outlook on the next twelve months.
Read articleOpen-source AI frameworks 2026: why community matters more than the benchmark winner
LangGraph, CrewAI, AutoGen and Dify are running a head-to-head race in 2026 for dominance in the open-source agent stack. The framework teams choose is increasingly decided by community signals, not benchmark tables.
Read articleAgent Loops and Loop Engineering: Old wine in new bottles?
In June 2026, "Agent Loops" is trending across the AI community. Peter Steinberger, Boris Cherny, and Addy Osmani frame it as the next step. We investigated what is genuinely new and what is just a relabel of concepts that have been in every good agent document since 2023: ReAct, Reflexion, iterative tool-use loops, stop hooks. A critical comparison for SMEs and decision-makers.
Read articleEU AI Act 2026: What SMEs need to know about transparency and data residency
Article 50 becomes binding in August 2026. Anyone running AI chatbots, publishing AI-generated content, or operating agent-based workflows must label content, surface AI identity, and document runtime data flows.
Read articleHow we deliver at centerbit: Six phases every project goes through
Six phases, one shared workflow: how we guide projects from the first analysis to long-term operations. With clear ownership, a pilot before production, and honest commitments to maintenance.
Read articleDeveloper Productivity 2026: Why the Fastest AI Tool Is Not the Most Productive One
AI coding tools promise productivity gains, but the HITL layer is what actually decides speed and traceability. Three levels, one release gate, and concrete recommendations for 2026.
Read articleAgent Loop Engineering: How One-Off Prompts Become Running Systems
Loop engineering shifts the focus from prompt craft to system architecture. Five building blocks, memory, self-improvement, and the risks that sharpen with every loop.
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