Blog category
Workflow strategy
How to plan automation that stays maintainable and useful in daily work.
Agent 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.
Read articleClaude Fable 5 Is Here: Why the Strongest Model Is Still the Wrong One for Companies
On 9 June 2026 Anthropic released Claude Fable 5, its strongest model to date, at double the price and with 30 days of mandatory data retention. What that means for cloud-AI architectures in companies and why the case for local AI grows stronger.
Read articleEnterprise Knowledge Management 2026: When the Master Leaves, the Knowledge Goes
When the master retires, the knowledge goes with them. Why classical RAG alone is too imprecise, what hybrid search delivers, and how centerbit combines several methods to make implicit knowledge productive.
Read articleCloud Infrastructure for AI in 2026: What Edge Computing, SLMs, and Spec-Driven Deployment Mean for SMEs
AI agents are reshaping what cloud infrastructure must deliver. What edge computing, small language models, and spec-driven deployment mean for midmarket cloud architectures in 2026.
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