Blog
Technical guides for teams running AI in production. Migrating to OpenAI-compatible APIs, flat-rate billing, data sovereignty.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Where to Host LLM Inference with EU Data Residency (2026)
Where to run LLM inference with EU data residency in 2026: EU-native providers, hyperscaler regions, and dedicated GPU options for GDPR and the AI Act.