AI articles
6 articles on AI from OSKI engineers: comparisons, costs and integration lessons from projects we delivered.
AI articles
Chatbot Development Cost (2026): Support Bots, RAG Assistants and What They Cost to Run
An AI chatbot costs from about $4,200 for a simple bot over a small set of documents to $136,000+ for a multichannel bot that acts in your systems. We break it down by scope, component and rate band, and compare running costs.
AI Agent Development Cost (2026): What You Pay to Build Agents That Take Real Actions
What a custom AI agent costs to build and run: effort by project size, the drivers that move the budget (tools, permissions, evaluation, human review), a module-based estimator and per-task model costs from official price lists.
AI Development Cost (2026): What AI Features and AI Apps Cost to Build and Run
AI development costs from about $5,000 for one LLM feature in an existing app to $200,000+ for a production AI product. We break it down by scope, component and rate band, and show what models cost to run each month.
How to Validate LLM-Generated Code Before Users See It, Even for Domain-Specific Languages
A practical guide to shipping LLM-generated code users can trust: execute it against the real runtime, feed errors back for a retry, separate explain and generate modes, keep memory and track first-try and second-try success.
Gemini Audio Transcription for Long, Multilingual Recordings: A Production Pipeline on Vertex AI
A step-by-step design for transcribing hour-long Hebrew, Aramaic and English lectures with Gemini: split at silences, ask for timestamped JSON, merge chunks with correct offsets, route models by cost, survive rate limits and ship subtitles and HLS.
Umbraco AI Content Generation: Text, Images and Translation Editors Actually Use
How to add AI text, image and translation features to Umbraco that editors keep using: put them next to the field, tie prompts to property types and Block Grid structure, keep a human review step, protect API keys and control cost.
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