Adk Samples vs Locus Robotics

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionAdk SamplesLocus Robotics
PricingFree (open source on GitHub)Contact (RaaS subscription, per-robot monthly fee)
Target UserDevelopers prototyping agent-based applications with ADKWarehouse operators, 3PLs, large fulfillment centers
Core OfferingReference code samples for multi-agent workflows using ADKAutonomous mobile robots (AMRs) for warehouse picking/putaway
DeploymentCode run locally or on Google CloudPhysical robots in warehouses, Robots-as-a-Service
Key IntegrationsGemini, Claude, Ollama, vLLM, Google Search GroundingSAP EWM, Manhattan WMS, Blue Yonder, Oracle WMS
Latest News ImpactJuly 2026: New dev tools and sandbox for agent tracesMay 2026: Locus Array now handles fully autonomous fulfillment
Try Adk SamplesTry Locus Robotics
Adk Samples
Adk Samples

Runnable example agents for Google's Agent Development Kit (ADK), covering graph workflows, multi-agent teams, and agents-cli deployment.

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Locus Robotics
Locus Robotics

Locus Robotics delivers warehouse automation as a subscription: autonomous mobile robots plus LocusONE orchestration.

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Pricing
Free
Contact Sales
Plans
—
Custom
Popularity
5 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIWebAPI
Web
Categories
🕸️ Agent Frameworks & Orchestration
🦾 Robotics & Physical AI🚚 Supply Chain & Logistics
Features
Graph workflow samples covering graph routes and data handling
Dynamic workflow patterns with human input steps
Collaborative multi-agent workflow demos
Template workflows: sequential, loop, parallel, and custom
Agent routing samples mixing code paths with model decisions
Simple agents and managed agents samples
agents-cli scaffolding, build, test, evaluate, and deploy
Streaming and live agent samples in Python and Java
Voice agents with audio and video via the Gemini Live API
Custom function tools, OpenAPI tools, and MCP tools
Function tool action confirmations and tool limitations samples
MCP client and server examples, plus agent as MCP server
A2A quickstarts for exposing and consuming agents in Python, Go, Java, Kotlin
Artifacts, skills for agents, sessions, state, rewind, and session migration
Evaluation samples: user simulation, environment simulation, custom metrics
Autonomous mobile robots (AMRs) for picking, putaway, replenishment, and transport
LocusONE orchestration platform assigns tasks across robots, people, and workflows
Locus Array: Physical AI robot-to-goods picking and consolidation in the aisle
Locus Origin and Locus Vector collaborative person-to-goods robots
Full autonomous workflows on Array: picking, putaway, replenishment, slotting, auto induct and drop-off
Mixed fleet deployments scaling from 10 bots to 1,000+ robots at one site
Reduces unproductive walking by up to 90% in collaborative picking, per vendor
Locus Array reports up to 90% lower labor costs and up to 2x storage density
Robots-as-a-Service subscription with deployment and 24/7 global support included
Quoted go-live under 90 days, with a 49-day deployment cited at S&S Activewear
API connectivity to 65+ WMS and ERP systems
Multi-level and mezzanine fulfillment without fixed infrastructure
Continuous putaway and replenishment with intelligent task interleaving
Real-time dashboards for productivity and performance management
Vendor-reported 99.9% pick accuracy and 2-3x productivity uplift
Integrations
Gemini
Gemma
Claude
OpenAI
Ollama
vLLM
LiteLLM
LiteRT-LM
MCP
A2A Protocol
Cloud Run
GKE
Google Search
SAP EWM
Manhattan Associates
Blue Yonder
Oracle
Microsoft Dynamics 365
NetSuite
Infor
Körber

What real users say: Adk Samples vs Locus Robotics

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Adk Samples

8 mentions across 2 sources · 40% positive — mixed (averaged across 2 sources)

Hacker News, Lemmy

What users praise

  • • CaMeL agent demo shows real-world prompt injection defense practical.
  • • Multi-agent collaborative examples illustrate ADK's graph workflow capabilities well.
  • • Free and open source—no paywall to access code.
  • • Covers integration with multiple models: Gemini, Claude, Ollama, vLLM.

What frustrates them

  • • Very little community discussion or third-party feedback available.
  • • Not suitable for production use without significant adaptation.
  • • ADK itself is niche and less proven than alternatives like LangChain.
  • • Documentation is sparse—some samples lack detailed explanations.

Researched Jul 3, 2026

Locus Robotics

15 mentions across 2 sources · 53% positive — mixed (weighted across 2 sources)

YouTube, Lemmy

What users praise

  • • Operators running the robots report genuinely positive capabilities in daily warehouse use.
  • • Named enterprise deployments at DHL, Ulta Beauty, and S&S Activewear validate the platform at scale.
  • • RaaS subscription model keeps capex low versus fixed automation like AutoStore grids.
  • • API connects to 65+ WMS and ERP systems, including SAP EWM and Manhattan Associates.

What frustrates them

  • • Public user reviews are extremely sparse — no Reddit, HN, or Trustpilot data at all.
  • • Detractors argue robots can slow down experienced pickers versus peak human performance.
  • • Users repeatedly ask how item removal is confirmed against inventory, with no clear answer.
  • • Alternate locations are not supported, limiting flexibility for complex slotting logic.

Researched Oct 14, 2026

Who should pick which

  • Warehouse manager at a 3PL
    Pick: Locus Robotics

    Locus Robotics directly improves picking and putaway productivity by 2-3x with autonomous mobile robots, ideal for high-volume, fluctuating order volumes.

  • Developer building multi-agent workflows
    Pick: Adk Samples

    Adk Samples provides ready-to-run code examples for ADK, including graph workflows and streaming, perfect for prototyping agent applications.

  • E-commerce fulfillment center operator
    Pick: Locus Robotics

    Locus Array can handle dynamic picking and mezzanine management, reducing travel time and handling demand spikes common in e-commerce.

  • AI engineer evaluating agent frameworks
    Pick: Adk Samples

    The samples demonstrate ADK's capabilities with multiple models and protocols, helping engineers quickly assess fit for production.

  • Retail distribution chain looking to reduce labor costs
    Pick: Locus Robotics

    Locus' RaaS model and labor health optimization can reduce reliance on temporary labor while increasing throughput.

Frequently Asked Questions

Are Locus Robotics and Adk Samples direct competitors?

No. Locus Robotics is a physical warehouse automation platform using AMRs, while Adk Samples is a collection of software code examples for building AI agents with the ADK.

Can I use Adk Samples to control Locus robots?

Not directly. Adk Samples focus on multi-agent software workflows and do not include integrations with warehouse robotics hardware.

What is the pricing for Locus Robotics?

Locus uses a Robots-as-a-Service (RaaS) model with per-robot monthly fees. Contact sales for a custom quote.

Is Adk Samples free to use?

Yes, it is open source and available on GitHub at no cost.

Which WMS does Locus Robotics integrate with?

It integrates with SAP EWM, Manhattan Associates, Blue Yonder, Oracle, JDA, HighJump, Körber, Infor, Microsoft Dynamics 365, NetSuite, and PSI Logistics.

What models are supported by Adk Samples?

Gemini, Gemma, Claude, and local models via Ollama and vLLM.

Can Locus Robotics handle multi-level warehouses?

Yes, it includes multi-level mezzanine management and adaptive transport without fixed paths.

What is the latest update on Locus Robotics?

In May 2026, Locus introduced Locus Array, enabling fully autonomous fulfillment—picking, putaway, and more without human intervention.

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Explore each tool further

Adk Samples
View Adk Samples reviewAdk Samples alternatives
Locus Robotics
View Locus Robotics reviewLocus Robotics alternatives

Browse these categories

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Last reviewed: July 3, 2026