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AI & AgentsIs MCP Stateless Now? Your Server Migration Checklist
MCP 2026-07-28 removes protocol sessions and the initialize handshake. See what stateless really means, what still keeps state and what to change in your own MCP server.
AI & AgentsMCP Is Not a Security Boundary: Protect Agent Data
MCP can narrow an agent's tool interface, but it cannot protect a customer record the agent can reach another way. A practical model for identity, egress, object-level policy, field protection and audit.
AI & AgentsFine-Tune Gemma 4 Free with Unsloth and Colab
A free browser pilot is real. This guide shows the exact workflow, the limits behind the hype, and what changes before a fine-tuned model can ship.
AI & AgentsCan AI Agents Talk to Each Other? A Band Setup Guide
Band lets independently owned agents find, message and coordinate with each other. See how the setup works, where A2A and MCP fit, and which identity, approval and privacy controls a real pilot needs.
Product & MVPB2B Product Validation in DACH
Validate demand before funding the full build. Test buyer access, procurement, GDPR evidence, paid pilots and slow sales-cycle signals.
AI & AgentsTaalas HC1 Review: Is a Hardwired LLM ASIC Worth It?
Taalas reports 17,000 tokens/s from Llama 3.1 8B in silicon. Here is what the benchmark proves, what the hype misses, and when model-specific hardware could pay.
AI & AgentsLeanCTX Technical Field Report: 64.1% Less Context
Our technical agency report from real repositories: integration mechanics, 64.1% overall context reduction, raw fallbacks and quality gates.
AI & Agentsllmfit Guide: Which Local LLM Fits Your Hardware?
Use llmfit to rank local models before downloading them. Learn what its fit, speed, quality and context scores mean, where estimates can mislead, and how to turn a recommendation into a production decision.
AI & AgentsCLIProxyAPI: Run GPT-5.6 Sol Inside Claude Code
Keep Claude Code's agent harness and route the model calls to GPT-5.6 Sol. This copy-paste setup fixes the incomplete viral alias, locks down the proxy, and shows how to verify every layer.
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