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LOOKADEV
Free diagnosis

Answer a few questions and see your main bottleneck.

Operational Audit (48h)

Paid review with a costed plan. £600, credited on your Sprint.

Sprint (7 business days)

One priority. Agreed scope and price.

AI & automation

Connect your CRM, tools and everyday tasks.

AI agents

Agents that answer, qualify leads and report.

Websites & conversion

A clear path from first visit to first conversation.

Web development

Custom applications built with Next.js.

Agency partnerships

Software delivery under your agency's brand.

Developer tools & prompts

Prompts and tools from the development workflow.

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Free diagnosis
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AgentTrace Studio

TypeScriptNext.jsPythonFastAPISQLite
01 // THE OPERATIONAL PROBLEM & FRICTION

Teams operating multi-agent systems without real-time visibility into where autonomous execution loops fail, loop, or exceed budgets.

02 // DIAGNOSIS & OPERATIONAL BOTTLENECK

Lack of unified telemetry for node execution traces, per-model latency tracking, and deterministic output evaluation.

03 // THE LOOKADEV SYSTEM ARCHITECTURE

Real-time agent observability and evaluation platform tracking execution traces, node latencies, and automated LLM evaluators.

Continuous monitoring and observability cockpit for AI pipelines and multi-agent architectures.

// ARCHITECTURAL MODULES
Trace Ingestion EngineLatency & Cost VisualizerEvaluation Test SuiteNext.js Dashboard
04 // RESULTS & EVIDENCE LIMITS

Real-time observability of LLM flows and costs in multi-agent architectures with complete execution auditing.

// NEXT OPERATIONAL STEP

Facing a similar operational bottleneck in your business?

Schedule an AI Systems Audit (48h) with Lucas Martins. We diagnose exactly where your workflows are leaking time, calculate your ROI before writing code, and map a fixed-price production sprint.

Diagnose My Systems on WhatsApp View Fixed-Price Sprint Models
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LOOKADEV SYSTEMSTransforming complex business processes into intelligent, automated systems.
Free diagnosis The Systems Method
LOOKADEV

AI systems architecture, deterministic process automation, and custom software for growing businesses.

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