Self-owned infrastructure should be recoverable by someone who did not build it
A LibreInfra field note on operating records, reconstruction order, restore exercises, transfer tests and organisational recovery authority.
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Latest Research Articles
The management network is the part of the lab that must never be improvised
A LibreInfra field note on separating administrative authority, VPN access, identity, BMCs, DNS, certificates and operational evidence.
Storage is where a mini lab becomes real infrastructure
A LibreInfra field note on live storage, checksums, redundancy, application consistency, independent backup and tested restoration.
One strong server or three modest nodes? Choose the failure model first
A LibreInfra field note on selecting one host, two nodes or a three-node cluster from authority, capacity, state and recovery requirements.
A mini lab is not a miniature data centre
A LibreInfra field note on choosing a compact, understandable and recoverable platform around the organisational capabilities that matter.
Latest Reviews & Analysis
An LLM strategy is a dependency and governance map
A LibreInfra field note on mapping LLM purpose, dependencies, governance, evaluation, sustainability, recovery and exit.
Companies do not deploy a model; they build an LLM system
A LibreInfra field note on enterprise LLM operating models, gateways, identity, retrieval, evaluation, monitoring and ownership.
What LLMs are useful for—and when not to use one
A LibreInfra field note on matching LLMs to language transformation, drafting, coding and bounded decision-support tasks.
How an LLM turns a prompt into an answer
A LibreInfra field note tracing the path from context assembly and tokenisation to generation, retrieval, tool use and verification.
A large language model predicts language—and that is more powerful than it sounds
A LibreInfra field note on tokens, Transformers, pretraining, instruction tuning, model knowledge and answer-time reasoning.
Ownable infrastructure for the AI era
A LibreInfra field note on why AI-ready systems need open foundations, clear ownership and practical operations.
Jose
A server type is a workload decision, not a chassis preference
A LibreInfra field note on choosing server types from workload shape, serviceability, power, cooling and failure boundaries.
Jose
A historian, a broker and a data lake are different systems
A LibreInfra field note on brokers, historians, data lakes, archives, time, asset identity and recovery contracts.
Jose
Edge infrastructure must survive the loss of the centre
A LibreInfra field note on edge autonomy, local identity, store-and-forward integrity, updates and recovery.
Jose
Infrastructure as code is only as ownable as its state
A LibreInfra field note on infrastructure-as-code state, provider versions, drift, execution authority and recovery.
Jose
Kubernetes is an orchestration engine, not an operating model
A LibreInfra field note on treating Kubernetes as one control plane inside a wider platform contract.
Jose
AI agents are infrastructure identities, not assistants with tools
A LibreInfra field note on governing AI agents as delegated infrastructure identities with bounded permissions, memory, tools, budgets and evidence.
Jose