The LLM price floor just dropped: time to redesign your tiering
In two weeks of August, Anthropic made Sonnet 5's price permanent at 2 and 10 dollars per million tokens, updated Opus 5, OpenAI restructured its lineup into durable tiers and Google shipped Gemini 3.7 Flash. If you run an AI feature in production, your cost tiering is already stale.
The AI Act's Article 50 is live: what actually changed on 2 August
In July it was a deadline to prepare for, now it is applicable law: from 2 August chatbots, generated content and deepfakes must be disclosed, and on 31 July the Commission confirmed enforcement would begin. What we fixed across client projects in half a day.
Your AI vendor can be switched off by a government you do not vote for
On 12 June a US export-control order switched off a frontier model for everyone, everywhere, for eighteen days. What that means for a European SME with a feature in production, and how you actually defend against it.
The AI Act omnibus is law: what slipped and what starts on 2 August
The Digital Omnibus took effect on 27 July and pushes the high-risk rules out to December 2027. Article 50 did not move: from 2 August 2026 chatbots, generated content and deepfakes must be disclosed, and in Italy ACN does the enforcing.
EU AI Act for SMEs: what kicks in during 2026 and what to do now
The EU AI regulation phases in over time. Many SMEs assume it doesn't touch them. Often it does. Here's what matters if you build AI features.
Coding with AI agents in 2026: how our workflow actually changed
It's no longer autocomplete. Agents read the repo, open PRs, fix tests. But the bottleneck moved, it didn't vanish.
AI agents for SMEs in mid-2026: what really works and what doesn't
A year after the autonomous-agents season, the operational level has risen. But winning use cases are few and well-defined.
GSD: The Meta-Prompting and Context Engineering System for AI Coding Assistants
Discover how GSD can help you manage context and streamline complex project workflows in software development
How OpenAI Codex Works: A Technical Guide
Discover how OpenAI Codex uses artificial intelligence to generate high-quality code and improve developer productivity
Vercel Marketplace and AI integration: what's nice, what's not
Vercel revamped the Marketplace integrating AI assistants for setup, debug, deploy. What really works.
VS Code built-in AI: do we still need Copilot?
Microsoft built native AI into VS Code. For Copilot subscribers, is it still worth $19/month? Field test.
AI agents in customer operations: 2026's first reckoning
After a year of agents on tickets, lead routing and qualification, we know where they pay off and where they ruin things. Three patterns that work, three that don't.
Claude 4.5 and prompt caching savings: real numbers in production
Anthropic shipped Claude 4.5 with more efficient prompt caching. For teams running AI assistants in production, savings are real.
AI video generation in business: Sora, Veo, and what's actually useful
Mature AI video models in 2025. For marketing, training or product: where they pay off and where not yet.
Cursor, Copilot, Claude Code: three philosophies on day-to-day code
Two years of AI assistance in our daily work. Which tool we use for what, where each one shines, and why the future is not single-tool.
pgvector vs dedicated vector DBs: for Italian cases, is Postgres enough?
Pinecone, Qdrant, Weaviate. Or just pgvector. The real thresholds where dedicated databases win.
GitHub Copilot Workspace: is it worth $39/month? Yes and no.
Built to handle whole tasks, not single lines. After a month on real projects, where it shines and where it doesn't.
MCP, the protocol that changes how we use AI inside IDEs
In November Anthropic announced the Model Context Protocol. It looks like a technical detail; it is a paradigm shift for anyone coding with AI assistants.
AI Act: what the first general-purpose model compliance looks like
The first rules on foundation models kick in May 2025. What providers, integrators and end-customers must do.
pgvector and RAG: our first client project with AI on internal data
Semantic document search across 8,000 internal documents. Postgres + pgvector + embeddings: lessons learned.
EU AI Act: what the December deal actually contains
After 38 hours of trilogue, on December 8 2023 the political deal landed. What changes for AI builders and users in Europe.
