Projects

Work we have shipped

Systems from our own operations and client work, anonymised: agent fleets, serverless architecture, data pipelines and the dashboards that watch them.

17 projects shown

Numbers shown are illustrative and rounded.

Agent fleet

A dispatcher hands tickets to idle workers on different machines and models.

AgentsPythonsystemdGit worktrees
Architecture

One self-hosted gateway in front of several LLM providers.

LiteLLMPostgresDockerTLS
Dashboards

Token usage across every runtime and provider in one ledger.

PythonPostgresDynamoDBDashboards
Architecture

A fintech lead platform built by our agent fleet from approved specs.

LambdaDynamoDBAPI GatewaySpecs
Data pipelines

A serverless pipeline that turns a place into a narrated audio chapter.

Step FunctionsSQSLLMText-to-speech
Agent fleet

Two review legs on different models, never the one that wrote the code.

AgentsGitHubCode review
Data pipelines

Failures become a queue depth metric instead of a lost request.

EventBridgeSQSLambdaDLQ
Agent fleet

Agents name a role, never a model id; a registry resolves it.

AgentsConfigDynamoDB
Dashboards

Big agent jobs wait when subscription limits are close.

PythonQuotasGuardrails
Data pipelines

Scheduled pulls of partner reports into an archive and a campaign database.

LambdaS3EventBridge SchedulerDurable functions
Architecture

Dev and prod in separate accounts, deployed from one template.

AWS SAMCloudFormationMulti-account
Agent fleet

Vector memory that answers with a few relevant facts, or nothing.

EmbeddingsVector searchLLMPython
Audits

A recurring audit finding: tables modelled like Postgres that throttle under real load.

DynamoDBData modellingAudit
Open source

Our open-source Python framework for bootstrapping AWS Lambda functions.

PythonAWS Lambdaboto3Open source
Agent fleet

Every agent message to a chat app passes one gated, delivery-checked bridge.

PythonHTTP APIMessagingGuardrails
Audits

Templates that deploy identically to every account, checked rule by rule.

AWS SAMCloudFormationIaCAudit
Audits

Which agent work needs a frontier model, and which is mechanical.

LLMCostRoutingAudit
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