I ran the same channels, meetings, and queries through Slack AI and Teams Copilot for a month. Here's which AI was worth the extra cost.
May 5, 2026I set up 6 MCP servers in Claude Desktop and Cursor in one weekend. Exact configs, what broke, and the 4 keepers worth your context tokens.
May 4, 2026Most LLM cost articles list 8 ways to save 80%. This one starts with where your money actually goes — and what's worth optimizing.
May 4, 2026Three workflows where vision models save 15 min, two where they cost you more. Honest cost and model comparison for Claude, GPT, Gemini.
May 3, 2026A practical AI competitive analysis workflow: Perplexity for discovery, Claude for synthesis. 15 minutes a week, ~$30/month. No analyst needed.
May 3, 2026Ran my consulting workflow in Claude Projects for 90 days. The real adoption arc, what broke, and whether $20/month actually pays back.
May 2, 2026Tested fine-tuning vs prompts on 5 real tasks. Prompts won 3. Here's the cost data, the breakeven volume, and the hidden costs nobody quotes.
May 2, 2026Tested 10 real tasks across Claude, GPT-4, Gemini, and Llama. Here's the decision tree that picks the right model per task — and when not to bother.
May 1, 2026We ran LangSmith, Braintrust, and Helicone on the same Claude endpoints. One caught a hallucination before it shipped. Here's what each flags.
May 1, 2026I built RAG with Pinecone, Weaviate, and Qdrant. Latency, surprise costs, ops burden — the honest breakdown of what actually matters.