Blog
Technical guides for teams running AI in production. Migrating to OpenAI-compatible APIs, flat-rate billing, data sovereignty.
-
WhatsApp Charges for Service Messages From October 2026
From October 1, 2026, WhatsApp charges per message for service replies that were free, including your AI assistant's. What changed and how to avoid it.
-
OpenClaw Alternative: Managed Hermes, AI Included
The honest OpenClaw alternative for founders: a managed Hermes agent on WhatsApp and Telegram, with the AI model included at one flat monthly price.
-
OpenAI Drop-In Replacement API: What Swaps and What Breaks
An OpenAI drop-in replacement means changing two lines: base_url and key. See which endpoints and parameters carry over, and which ones break.
-
Private AI Fine-Tuning Under GDPR Without a GPU Cluster
Adapt AI on customer data under GDPR without owning GPUs. When RAG beats fine-tuning, what the law requires, and serving it with EU/LATAM residency.
-
Qwen 3.6 35B on DGX Spark: Tokens Per Second Benchmarks
Real DGX Spark benchmarks for Qwen 3.6 35B-A3B: about 30 to 120 tokens per second, why concurrency is the ceiling, and when to move to datacenter GPUs.
-
Qwen 3.6 35B Coding Benchmarks: SWE-bench, LiveCode Results
Qwen 3.6 35B-A3B achieves 73.4 on SWE-bench Verified and 80.4 on LiveCodeBench v6. Compare benchmarks and deploy via Tessera AI.
-
Build vs Buy Private AI: A Cost and Speed Guide
Build vs buy private AI: managed inference ships in weeks, while custom builds run $50k-$200k plus 15-20% yearly upkeep. The hybrid strategy, explained.
-
Private AI Pricing in 2026: Real Plans From €55 to €15K
What private AI actually costs in 2026: a real price ladder from €55 to €15K+ per month, flat-rate vs per-token math, and the hidden costs of metering.
-
Private AI for Small Business: Dedicated GPUs, Flat Pricing
Private AI for small business: what it costs, flat-rate vs per-token pricing, and how to keep data in the EU or LATAM on dedicated GPUs.