Tag: LLM-ops

Showing 1-3 of 3

May 09, 20267 min readModel Release BriefIntermediate240 min build

OpenAI and Anthropic launch PE-backed ventures to embed engineers for enterprise AI deployments

OpenAI and Anthropic each launched ~$1.5B PE-backed ventures embedding vendor engineers into customer teams. A practical playbook for running tight, handover-ready PoCs and production gates.

enterprise-ai vendor-strategy deployment llm-ops startups

+2 more

partnerships due-diligence

NewsUnited Kingdom

Open

May 02, 20266 min readAgent PlaybookIntermediate

AWS Strands Agents: an agent-to-tool design that cut LLM token use by ~96%

An AWS Strands Agents design moved extraction, summarization and caching out of prompts into deterministic tools, cutting measured LLM token use by ~96% and lowering costs, privacy risk.

AWS Strands agents token-usage cost-optimization

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LLM-ops privacy tooling

TutorialsUnited Kingdom

Open

Feb 06, 20267 min readTooling Deep DiveIntermediate240 min build

Prototyping Interfaze: Building a Multimodal Perception, Context-Construction and Action Stack for Task-Specific Small Models

Step-by-step tutorial to prototype an Interfaze-style stack: multimodal perception modules, context-construction pipeline, and action layer with a thin controller and benchmark targets.

ai-architecture small-models multimodal retrieval tooling

+2 more

llm-ops context-engineering