Logiciel Contact Us
Success Stories Tech News Contact Us

Field notes from production AI.

Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.

All essays

Field notes, sorted by recency.

1314 essays
TECHNOLOGY Data Pipelines forReal-time ClaimsProcessing. Learn Data Pipelines for real-timeclaims processing in 2026: architecture… MODEL DEPLOY MONITOR ITERATE DATA
Insights · May 15, 2026

Data Pipelines for Real-time Claims Processing

Learn Data Pipelines for real-time claims processing in 2026: architecture, latency budgets, and the operating model behind reliable claims data.

13 min read
TECHNOLOGY AI Model Reliability inClinical DecisionSupport for 2026. Learn AI Model Reliability in ClinicalDecision Support in 2026: drift, eval… FOUNDATIONS IMPLEMENTATION OPTIMIZATION IMPACT
Insights · May 15, 2026

AI Model Reliability in Clinical Decision Support for 2026

Learn AI Model Reliability in Clinical Decision Support in 2026: drift, eval, HITL, and the operating model that holds up in clinical settings.

13 min read
TECHNOLOGY Patient DataObservability: SilentFailures and How toCatch Them. Learn Patient Data Observability in2026: catching silent failures in EHR… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
Insights · May 15, 2026

Patient Data Observability: Silent Failures and How to Catch Them

Learn Patient Data Observability in 2026: catching silent failures in EHR, claims, and device data before they affect clinical decisions.

12 min read
TECHNOLOGY Cloud Architecture forHealthcare: HIPAA,HITRUST, and Real-time. Learn Cloud Architecture for Healthcarein 2026: HIPAA boundaries, HITRUST… DISCOVERY DESIGN DELIVERY SCALE
Insights · May 15, 2026

Cloud Architecture for Healthcare: HIPAA, HITRUST, and Real-time

Learn Cloud Architecture for Healthcare in 2026: HIPAA boundaries, HITRUST controls, real-time patterns, and the operating model behind defensible cloud.

12 min read
TECHNOLOGY Agentic AI for ClinicalWorkflows: Promise,Risks, and Guardrails. Learn Agentic AI for clinical workflowsin 2026: where it pays off, the… PLAN BUILD MEASURE IMPROVE AGENTIC
Insights · May 15, 2026

Agentic AI for Clinical Workflows: Promise, Risks, and Guardrails

Learn Agentic AI for clinical workflows in 2026: where it pays off, the patient-safety risks, and the guardrails that pass clinical and regulator review.

13 min read
TECHNOLOGY AI Governance inHealthcare: From FDA toInternal Risk Controls. Learn AI Governance in Healthcare in2026: FDA expectations, internal risk… PEOPLE PROCESS PLATFORM PRACTICE AIGOVERNANCE
Insights · May 15, 2026

AI Governance in Healthcare: From FDA to Internal Risk Controls

Learn AI Governance in Healthcare in 2026: FDA expectations, internal risk controls, and the operating model behind defensible AI in clinical settings.

12 min read
TECHNOLOGY Data Engineering forHealthcare: UnifyingEHR, Claims, and DeviceData. Learn Data Engineering for Healthcare in2026: unifying EHR, claims, and device… DISCOVERY DESIGN DELIVERY SCALE
Insights · May 15, 2026

Data Engineering for Healthcare: Unifying EHR, Claims, and Device Data

Learn Data Engineering for Healthcare in 2026: unifying EHR, claims, and device data with HIPAA-compliant patterns and operating discipline.

12 min read
TECHNOLOGY AWS Well-ArchitectedFramework in 2026: WhereTeams Still Fall Short. Learn the AWS Well-Architected Frameworkin 2026: where teams still fall short on… 01 Discover 02 Prototype 03 Harden 04 Roll out
Insights · May 15, 2026

AWS Well-Architected Framework in 2026: Where Teams Still Fall Short

Learn the AWS Well-Architected Framework in 2026: where teams still fall short on the six pillars, and the operating model behind real adherence.

12 min read
TECHNOLOGY AWS DevOps Pipelines:CodePipeline vs.3rd-Party at EnterpriseScale. Learn AWS DevOps Pipelines in 2026:CodePipeline vs. third-party tooling at… AWS DEVOPS/3RD-PARTY AWS DevOps Best fit for your caseSimpler to operateLower switching cost 3rd-Party Added complexityHeavier toolingSteeper learning curve
Insights · May 15, 2026

AWS DevOps Pipelines: CodePipeline vs. 3rd-Party at Enterprise Scale

Learn AWS DevOps Pipelines in 2026: CodePipeline vs. third-party tooling at enterprise scale, the tradeoffs, and how to pick.

12 min read
TECHNOLOGY SageMaker for EnterpriseML: What It Does Well(and What It Doesn't). Learn what SageMaker does well forEnterprise ML in 2026 (and what it… PLAN BUILD MEASURE IMPROVE SAGEMAKER
Insights · May 15, 2026

SageMaker for Enterprise ML: What It Does Well (and What It Doesn't)

Learn what SageMaker does well for Enterprise ML in 2026 (and what it doesn't): use cases, anti-patterns, and the operating model behind production ML on AWS.

12 min read
TECHNOLOGY S3 Data Lake Design:Partitioning, Tiering,and Cost Control atScale. Learn S3 Data Lake design in 2026:partitioning, tiering, lifecycle… 100% EFFORT MIX Planning 32% Delivery 26% Testing 24% Support 18%
Insights · May 15, 2026

S3 Data Lake Design: Partitioning, Tiering, and Cost Control at Scale

Learn S3 Data Lake design in 2026: partitioning, tiering, lifecycle policies, and the cost control patterns that hold up at petabyte scale.

12 min read
TECHNOLOGY Agentic AI forLeasing, Showings,and Tenant Ops. Learn Agentic AI for real estateleasing, showings, and tenant operations… 01 Discover 02 Prototype 03 Harden 04 Roll out
Insights · May 15, 2026

Agentic AI for Leasing, Showings, and Tenant Ops

Learn Agentic AI for real estate leasing, showings, and tenant operations in 2026: workflow patterns, controls, and the operating model behind safe deployment.

13 min read
TECHNOLOGY Cloud Architecture forReal Estate SaaS: TenantScale + Performance. Learn Cloud Architecture for Real EstateSaaS in 2026: multi-tenant patterns… FOUNDATIONS IMPLEMENTATION OPTIMIZATION IMPACT
Insights · May 15, 2026

Cloud Architecture for Real Estate SaaS: Tenant Scale + Performance

Learn Cloud Architecture for Real Estate SaaS in 2026: multi-tenant patterns, performance design, and the operating model behind reliable property tech.

13 min read
TECHNOLOGY AWS for PropTech:Reference Architecturesfor Common Workloads. Learn AWS reference architectures forPropTech in 2026: common workloads, cost… AWSPROPTECH DO Start from metricsShip incrementallyAutomate the guardrails AVOID Big-bang rolloutsSkipping discoveryManual, ad-hoc checks
Insights · May 15, 2026

AWS for PropTech: Reference Architectures for Common Workloads

Learn AWS reference architectures for PropTech in 2026: common workloads, cost shape, and the operating model behind reliable property tech on AWS.

12 min read
TECHNOLOGY AI Optimization for RealEstate Search andRecommendations. Learn AI Optimization for Real Estatesearch and recommendations in 2026… STRATEGY DELIVERY GOVERNANCE SCALE AIOPTIMIZATION
Insights · May 15, 2026

AI Optimization for Real Estate Search and Recommendations

Learn AI Optimization for Real Estate search and recommendations in 2026: model selection, retrieval tuning, cost levers, and the operating cadence.

13 min read
TECHNOLOGY EKS vs ECS vs Fargate:The 2026 ComputeDecision for Enterprise. Learn the EKS vs ECS vs Fargate decisionin 2026: where each fits, cost shape… 01 Assess 02 Design 03 Ship 04 Operate
Insights · May 15, 2026

EKS vs ECS vs Fargate: The 2026 Compute Decision for Enterprise

Learn the EKS vs ECS vs Fargate decision in 2026: where each fits, cost shape, operating burden, and how to pick for enterprise workloads.

13 min read
TECHNOLOGY AWS Data Pipelines:Glue, EMR, MSK, andWhen to Use Each. Learn AWS Data Pipelines in 2026: whento use Glue, EMR, MSK, and the decision… MODEL DEPLOY MONITOR ITERATE AWS
Insights · May 15, 2026

AWS Data Pipelines: Glue, EMR, MSK, and When to Use Each

Learn AWS Data Pipelines in 2026: when to use Glue, EMR, MSK, and the decision framework for picking the right tool per workload.

12 min read
TECHNOLOGY Amazon Bedrock inProduction: Patterns,Gotchas, and Guardrails. Learn Amazon Bedrock production patternsin 2026: gotchas, guardrails, and the… 01 Assess 02 Design 03 Ship 04 Operate
Insights · May 15, 2026

Amazon Bedrock in Production: Patterns, Gotchas, and Guardrails

Learn Amazon Bedrock production patterns in 2026: gotchas, guardrails, and the operating model behind reliable Bedrock deployments at enterprise scale.

12 min read
TECHNOLOGY AWS CostOptimization: TheTop 10 Levers for2026. Learn AWS Cloud Cost Optimization in2026 with the top 10 levers… 100% EFFORT MIX Strategy 32% Engineering 26% Governance 24% Enablement 18%
Insights · May 15, 2026

AWS Cost Optimization: The Top 10 Levers for 2026

Learn AWS Cloud Cost Optimization in 2026 with the top 10 levers: rightsizing, savings plans, S3 tiers, and the cadence behind sustained savings.

12 min read
TECHNOLOGY AWS Architecture for AIWorkloads: A Referencefor Enterprise Teams. Learn AWS Cloud Architecture for AIworkloads in 2026: reference… ASSESS ADOPT OPTIMIZE GOVERN
Insights · May 15, 2026

AWS Architecture for AI Workloads: A Reference for Enterprise Teams

Learn AWS Cloud Architecture for AI workloads in 2026: reference architectures, cost shape, and the operating model behind production AI on AWS.

12 min read
TECHNOLOGY Serverless vs.Containers vs. VMs:A 2026 DecisionGuide. Learn the Serverless vs Containers vsVMs decision in 2026: where each fits… 01 Assess 02 Design 03 Ship 04 Operate
Insights · May 15, 2026

Serverless vs. Containers vs. VMs: A 2026 Decision Guide

Learn the Serverless vs Containers vs VMs decision in 2026: where each fits, cost shape, and the operating model behind each choice.

13 min read
TECHNOLOGY Kubernetes at theEnterprise: When ItHelps and When It Hurts. Learn when Kubernetes helps and when ithurts at the enterprise in 2026: cost… KUBERNETESENTERPRISE DO Start from metricsShip incrementallyAutomate the guardrails AVOID Big-bang rolloutsSkipping discoveryManual, ad-hoc checks
Insights · May 15, 2026

Kubernetes at the Enterprise: When It Helps and When It Hurts

Learn when Kubernetes helps and when it hurts at the enterprise in 2026: cost shape, operating burden, and the decision framework.

12 min read
TECHNOLOGY Infrastructure asCode at Scale:Patterns andPitfalls. Learn Infrastructure as Code patterns atscale in 2026: module design, drift… STRATEGY DELIVERY GOVERNANCE SCALE INFRASTRUCTURECODE
Insights · May 15, 2026

Infrastructure as Code at Scale: Patterns and Pitfalls

Learn Infrastructure as Code patterns at scale in 2026: module design, drift detection, governance, and the operating model behind reliable IaC.

13 min read
TECHNOLOGY Platform Engineering:Why Every Large Org IsBuilding an InternalDeveloper Platform. Learn Platform Engineering in 2026: whyevery large org is building an internal… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
Insights · May 15, 2026

Platform Engineering: Why Every Large Org Is Building an Internal Developer Platform

Learn Platform Engineering in 2026: why every large org is building an internal developer platform, what good looks like, and the operating model behind it.

12 min read
No essays match your search.
Newsletter

Production AI essays, in your inbox.

One long-form essay every other Wednesday. Written by the engineers shipping production AI for our clients, not by a content team. No promotional emails. Unsubscribe in one click.

8,400+ technology leaders subscribed
Open rate: 41% (industry average is 21%)
Read by CTOs at scaling proptech, payers, healthtech
No spam. No selling your address. One-click unsubscribe.