Practical AI and web growth articles for businesses in Lithuania and the Baltics.
New research shows modern AI models can reach 91% of GPT-4 quality at 130× lower cost. Here is what this means for businesses ready to adopt AI.
Marketing agencies spend up to 40% of time on repetitive tasks. Learn how AI automation helps reduce costs, onboard more clients, and give your team back time for creative work — from €799.
One AI agent works sequentially. A multi-agent system lets several agents work in parallel with clear hierarchy. Here is how it works in webedge-org.
Karpathy published an LLM Wiki Pattern — a methodology for building persistent, compounding knowledge bases with LLM agents. We break down the exact three-layer architecture, CLAUDE.md schema, and the three core operations: Ingest, Query, Lint.
GPT-5.4 jumped from 4th to 1st on PostTrainBench not through a model update — but with a single prompt nudge. A 40% relative gain from elicitation alone.
Meta AI has climbed to #2 in App Store rankings, becoming the second most downloaded AI app. Scale AI CEO Alexandr Wang called it 'too exciting.'
Y Combinator's Garry Tan made the case for personal AI software this week: open-source GBrain, self-hosted agents, and full control over your AI. What developers need to know.
A major update to llama.cpp adds audio processing support via Google Gemma 4 models, enabling speech recognition and transcription without cloud APIs — with full GDPR compliance for European deployments.
Y Combinator's Garry Tan distilled a year of agentic AI engineering into one principle: fuzzy decisions in markdown skills, deterministic operations in code, and keep the orchestration layer thin.
An AI agent isn't a chatbot answering questions from a script. It's an autonomous system that makes decisions, executes tasks, hires sub-agents, and reports results — all without a human in the loop for every step.
People hear 'AI manager' and picture a chatbot in a suit. The reality is both simpler and more interesting: an agent that checks the task list, delegates work, hires specialists, and reports results — in a loop, every day, without stopping.
Claude API lets you integrate one of the most capable AI models directly into business processes — document analysis, agent logic, communication automation. A practical guide on how it works and where to start.
Garry Tan's gstack tool makes Claude Code at least 10x more productive. But the key insight: AI still operates on human timescales — and that mental model needs to change.
Y Combinator president Garry Tan distilled his year of agentic AI experience into one framework: AI for fuzzy judgment calls (fat skills), code for precision (fat code), minimal connector in between. Here's what it means for businesses building AI systems in 2026.
Xiaomi entered the frontier AI race with MiMo V2 Pro — 1 trillion parameters, 42B active, 1M token context. SWE-bench: 78%, MATH: 94%. Designed as an agent brain, priced below Claude and GPT. What it means for businesses choosing AI tools in 2026.
A distinction reshared by Garry Tan from the developer community: OpenClaw memory handles agent rules and preferences; GBrain handles semantic search over world knowledge. Why separating them matters for building reliable long-lived AI agents in business.
AI agents in accounting save 15–25 hours/week on repetitive work: invoice recognition, bank reconciliation, VAT declarations, management reports. WebEdge deploys accounting AI agents from €799. Integrates with Rivile, 1C, Navision, SAP.
Google DeepMind has created an official 'Philosopher' role focused on machine consciousness, human-AI relationships, and AGI readiness. Demis Hassabis personally confirmed the news — signaling a qualitatively new stage in the AI industry's maturation.
Commercial AI models can quietly lose quality between updates — and you won't notice until customer complaints start rising. Reasoning drift is a real business risk. Here's how to manage it.
AI accelerated execution — but simultaneously raised the cost of planning mistakes. When a system is built in three days that solves the wrong problem, it's more expensive than three weeks of manual work. Here's how to avoid it.