A mini code agent with Docker Agent - Part 2: `filesystem` + `todo`
Aug 2, 2026·6 min

A mini code agent with Docker Agent - Part 2: `filesystem` + `todo`

Add typed filesystem operations and a todo task list to a local Docker Agent, with allow_list scoping to keep the small model safely inside its working directory.

local modelsdocker model runnertiny language modelsdocker agent
A mini code agent with Docker Agent + Docker Model Runner - Part 1
Aug 1, 2026·14 min

A mini code agent with Docker Agent + Docker Model Runner - Part 1

Build a mini local code agent with Docker Agent and Docker Model Runner: a single shell tool on the small Mellum2 model, the agent loop, and running it safely in an sbx sandbox.

local modelsdocker model runnertiny language modelsdocker agent
Docker Model Runner, standalone edition (`dmr`)
Jul 31, 2026·5 min

Docker Model Runner, standalone edition (`dmr`)

Install and use dmr, the standalone Docker Model Runner: one binary with the inference daemon and the full model CLI, no Docker Desktop needed.

local modelsdocker model runner
Programmable guardrails for your local AI agent: NeMo Guardrails + Docker Agent, 100% on-device
Jul 26, 2026·22 min

Programmable guardrails for your local AI agent: NeMo Guardrails + Docker Agent, 100% on-device

Wire NVIDIA NeMo Guardrails into a local Docker Agent to catch jailbreaks, refuse out-of-scope requests, and mask PII on-device.

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Preventing personal data (PII) from leaking to your LLMs — 100% local with Presidio, Docker Agent and Docker Model Runner
Jul 16, 2026·24 min

Preventing personal data (PII) from leaking to your LLMs — 100% local with Presidio, Docker Agent and Docker Model Runner

Stop PII from leaking to your LLMs with Microsoft Presidio, doing 100% on-device detection and redaction inside Docker Agent.

securityguardrailspiidocker agent
Controlling a local AI agent with Docker Agent hooks
Jul 13, 2026·13 min

Controlling a local AI agent with Docker Agent hooks

Swap in Meta's Llama Guard 2 8B classifier to moderate a local agent's prompts through Docker Agent hooks, all on-device.

local modelsmoderationguardrailsdocker agent
Controlling a local AI agent with Docker Agent hooks
Jul 12, 2026·12 min

Controlling a local AI agent with Docker Agent hooks

Add a 100% on-device content-safety guardrail to Docker Agent by plugging Google's ShieldGemma 2B classifier into a hook.

local modelsmoderationguardrailsdocker agent
`pk`, the TUI for building "coding helpers" - Part 3
Jul 11, 2026·4 min

`pk`, the TUI for building "coding helpers" - Part 3

Final tweaks to pk before learning Rust: context packing, new models, and finishing the local coding-helper setup.

local modelstuitiny language models
`pk`, the TUI to build "coding helpers" - Part 2
Jul 8, 2026·16 min

`pk`, the TUI to build "coding helpers" - Part 2

Harden the pk coding helper: secure sandbox, a web IDE, RAG-based documentation search, and language server support.

ragsecurityrustsbx
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