ai
Technical guides and resources
Cloud, infrastructure and automation: methods to inform your technical decisions.
AI agents
Agent costs: compare successful jobs rather than individual model calls
AI agents
Agent memory in a business application: scope what survives between tasks
AI agents
AI agent for lead qualification with approval : diagnostic
AI agents
AI agent for lead qualification with approval : pilot
AI agents
AI agent for lead qualification with approval : acceptance criteria
AI agents
AI agent for lead qualification with approval : supplier selection
AI agents
AI agent for lead qualification with approval : operating handover
AI agents
AI agent handover: make the next operator reproduce a run
AI agents
AI agents for support refunds: separate eligibility from payment execution
AI agents
AI agents that send emails: bind approval to recipients and content
AI agents
AI agents with tool credentials: keep secrets outside generated context
AI agents
AI procurement agents: prepare a comparison without silently choosing a supplier
AI agents
An AI agent for customer onboarding: track the steps it actually completed
AI agents
An AI agent for internal knowledge: finish with evidence, not a guessed answer
AI agents
Build an AI agent for existing software: define the smallest complete job
AI agents
Build or buy an AI agent: compare product fit and operating ownership
AI agents
Durable AI workflows: inspect side effects before resuming a failed run
AI agents
Knowledge-base AI agent with verifiable sources : diagnostic
AI agents
Knowledge-base AI agent with verifiable sources : pilot
AI agents
Knowledge-base AI agent with verifiable sources : acceptance criteria
AI agents
Knowledge-base AI agent with verifiable sources : supplier selection
AI agents
Knowledge-base AI agent with verifiable sources : operating handover
AI agents
Luxembourg AI agents: separate multilingual preparation from final approval
AI agents
Scheduling agents across Europe: confirm timezone and current availability
AI agents
When an AI agent should hand work back to a person
AI integrations
Add AI to existing software: choose an observable first task
AI integrations
AI assistant to summarise files without inventing : diagnostic
AI integrations
AI assistant to summarise files without inventing : pilot
AI integrations
AI assistant to summarise files without inventing : acceptance criteria
AI integrations
AI assistant to summarise files without inventing : supplier selection
AI integrations
AI classification for incoming requests: plan the exception queue
AI integrations
AI document search: test missing answers before improving the prose
AI integrations
AI-enhanced CRM: propose the next action without inventing commitments
AI integrations
AI extraction into business records: preserve the original evidence
AI integrations
AI feature rollout: compare a limited cohort with the existing workflow
AI integrations
AI-generated SQL in business software: keep execution behind a controlled service
AI integrations
AI observability: log enough to investigate without copying every dossier
AI integrations
AI on customer uploads: treat documents as untrusted input
AI integrations
AI summarization in a SaaS dashboard: show the reporting period
AI integrations
Audit an AI app built with Lovable before production : first diagnostic
AI integrations
Audit an AI app built with Lovable before production : pilot scope
AI integrations
Audit an AI app built with Lovable before production : comparison criteria
AI integrations
Audit an AI app built with Lovable before production : evidence before rollout
AI integrations
Audit an AI app built with Lovable before production : recovery plan
AI integrations
Choosing an AI integration partner: request an evaluation and data-flow deliverable
AI integrations
Evaluate AI features without using customer corrections as automatic training data
AI integrations
Luxembourg business software: scope a multilingual AI pilot
AI integrations
Moving an AI proof of concept into an existing product
AI integrations
Secure a Replit app: authentication and deployment : first diagnostic
AI integrations
Secure a Replit app: authentication and deployment : pilot scope
AI integrations
Secure a Replit app: authentication and deployment : comparison criteria
AI integrations
Secure a Replit app: authentication and deployment : evidence before rollout
AI integrations
Secure a Replit app: authentication and deployment : recovery plan
AI integrations
Semantic document search with access rights : diagnostic
AI integrations
Semantic document search with access rights : pilot
AI integrations
Semantic document search with access rights : acceptance criteria
AI integrations
Semantic document search with access rights : supplier selection
AI integrations
Semantic search versus filters: combine retrieval with business constraints
AI integrations
Take over a Bolt prototype: check code, data and access : first diagnostic
AI integrations
Take over a Bolt prototype: check code, data and access : pilot scope
AI integrations
Take over a Bolt prototype: check code, data and access : comparison criteria
AI integrations
Take over a Bolt prototype: check code, data and access : evidence before rollout
AI integrations
Take over a Bolt prototype: check code, data and access : recovery plan
automation
Ansible 101 - a newbie guide to Ansible - part 1/2
automation
Automate customer email without sending the wrong message : first diagnostic
automation
Automate customer email without sending the wrong message : pilot scope
automation
Automate customer email without sending the wrong message : comparison criteria
automation
Automate customer email without sending the wrong message : evidence before rollout
automation
Automate customer email without sending the wrong message : recovery plan
automation
Automate invoice reminders with human follow-up : diagnostic
automation
Automate invoice reminders with human follow-up : pilot
automation
Automate invoice reminders with human follow-up : acceptance criteria
automation
Automate invoice reminders with human follow-up : supplier selection
automation
Automate invoice reminders with human follow-up : operating handover
automation
Extract PDF data into a CRM with human review : first diagnostic
automation
Extract PDF data into a CRM with human review : pilot scope
automation
Extract PDF data into a CRM with human review : comparison criteria
automation
Extract PDF data into a CRM with human review : evidence before rollout
automation
Extract PDF data into a CRM with human review : recovery plan
automation
Route support requests with priorities : diagnostic
automation
Route support requests with priorities : pilot
automation
Route support requests with priorities : acceptance criteria
automation
Route support requests with priorities : supplier selection
automation
Route support requests with priorities : operating handover
automation
Sync CRM and scheduling without overwriting decisions : first diagnostic
automation
Sync CRM and scheduling without overwriting decisions : pilot scope
automation
Sync CRM and scheduling without overwriting decisions : comparison criteria
automation
Sync CRM and scheduling without overwriting decisions : evidence before rollout
automation
Sync CRM and scheduling without overwriting decisions : recovery plan
cloud
Application observability: useful alerts and owners : diagnostic
cloud
Application observability: useful alerts and owners : pilot
cloud
Application observability: useful alerts and owners : acceptance criteria
cloud
Application observability: useful alerts and owners : supplier selection
cloud
CI/CD for a business app: controls before production : diagnostic
cloud
CI/CD for a business app: controls before production : pilot
cloud
CI/CD for a business app: controls before production : acceptance criteria
cloud
CI/CD for a business app: controls before production : supplier selection
cloud
Cloud backups: test recovery and ownership : diagnostic
cloud
Cloud backups: test recovery and ownership : pilot
cloud
Cloud backups: test recovery and ownership : acceptance criteria
cloud
Cloud backups: test recovery and ownership : supplier selection
cloud
Create reliable deployments for a business application : first diagnostic
cloud
Create reliable deployments for a business application : pilot scope
cloud
Create reliable deployments for a business application : comparison criteria
cloud
Create reliable deployments for a business application : evidence before rollout
cloud
DevOps audit: check reliability before a cloud migration : first diagnostic
cloud
DevOps audit: check reliability before a cloud migration : pilot scope
cloud
DevOps audit: check reliability before a cloud migration : comparison criteria
cloud
DevOps audit: check reliability before a cloud migration : evidence before rollout
cloud
The Future of Cloud Computing: Trends to Watch
cloud
Reduce cloud costs without cutting important services : first diagnostic
cloud
Reduce cloud costs without cutting important services : pilot scope
cloud
Reduce cloud costs without cutting important services : comparison criteria
cloud
Reduce cloud costs without cutting important services : evidence before rollout
data
Apache Airflow - Deep Dive | All you need to know about Airflow
devops
DevOps Best Practices 2024
iac
Terraform 101 - Part 1/3: History, Workflow, and Resource Addressing
iac
Terraform 101 - Part 2/3: State, Variables, Outputs, and provisioners | By Ali KHYAR
iac
Terraform 101 - Part 3/3: Modules, Built-in Functions, Type Constraints, and Dynamic Blocks
Modernization
A legacy integration has no API: evaluate a controlled bridge first
Modernization
Build a customer portal after manual exports : first diagnostic
Modernization
Build a customer portal after manual exports : pilot scope
Modernization
Build a customer portal after manual exports : comparison criteria
Modernization
Build a customer portal after manual exports : evidence before rollout
Modernization
Build a customer portal after manual exports : recovery plan
Modernization
Leave Excel macros without losing business rules : first diagnostic
Modernization
Leave Excel macros without losing business rules : pilot scope
Modernization
Leave Excel macros without losing business rules : comparison criteria
Modernization
Leave Excel macros without losing business rules : evidence before rollout
Modernization
Leave Excel macros without losing business rules : recovery plan
Modernization
Luxembourg client portals: modernize document history without losing context
Modernization
Migrate legacy data without losing history : diagnostic
Modernization
Migrate legacy data without losing history : pilot
Modernization
Migrate legacy data without losing history : acceptance criteria
Modernization
Migrate legacy data without losing history : supplier selection
Modernization
Migrate legacy data without losing history : operating handover
Modernization
Modernizing an internal approval tool: preserve decisions already in progress
Modernization
Modernizing file uploads: treat interrupted work as a user journey
Modernization
Replace a critical spreadsheet with an internal app : first diagnostic
Modernization
Replace a critical spreadsheet with an internal app : pilot scope
Modernization
Replace a critical spreadsheet with an internal app : comparison criteria
Modernization
Replace a critical spreadsheet with an internal app : evidence before rollout
Modernization
Replace a critical spreadsheet with an internal app : recovery plan
Modernization
Replace an Access database with a web app : diagnostic
Modernization
Replace an Access database with a web app : pilot
Modernization
Replace an Access database with a web app : acceptance criteria
Modernization
Replace an Access database with a web app : supplier selection
Modernization
Replace an Access database with a web app : operating handover
Modernization
Replacing a legacy reporting job: explain changed numbers before launch
nearshore
Accessibility in outsourced product development: assign the testing work
nearshore
Accounting workspaces: test access boundaries before delegating development
nearshore
AI product outsourcing: define evaluation data and failure cases
nearshore
Cost per released change: a budgeting lens for outsourced teams
nearshore
Customer feedback in an outsourced roadmap: keep decisions traceable
nearshore
DevOps handover to an outsourced team: evidence to request
nearshore
Event platforms: separate booking, ticketing and entry workflows
nearshore
High-risk software outsourcing: set review gates before delivery
nearshore
Hire a team or outsource a product: compare decision ownership
nearshore
Internal and external engineers: make handover a shared delivery task
nearshore
Cloud product handover in Luxembourg: prepare an exit-ready inventory
nearshore
Luxembourg development teams: map international data access
nearshore
DORA supplier intake in Luxembourg: questions before a software engagement
nearshore
Multilingual product testing in Luxembourg: work beyond translated menus
nearshore
Software vendor selection in Luxembourg: build the procurement file
nearshore
Morocco, Eastern Europe or farshore: compare delivery constraints
nearshore
A thirty-day nearshore pilot: set useful acceptance checks
nearshore
Offshore product teams: define the scope before choosing a country
nearshore
Software outsourcing quotes: make exclusions visible before signing
nearshore
Product discovery with an external team: agree what gets learned
nearshore
Recruitment SaaS delivery: questions illustrated by HRvana
nearshore
Release autonomy for an external team: agree rollback and approval rules
nearshore
Software vendor scorecard: turn claims into evidence
nearshore
Supplier incident communication: define the information buyers need
nearshore
Nearshore working hours: plan overlap across changing calendars
Product delivery
A SaaS launch slips repeatedly: audit the decisions behind the schedule
Product delivery
Luxembourg SaaS teams: prepare a cross-functional release decision
Product delivery
SaaS bulk imports: deliver a recoverable customer workflow
Product delivery
SaaS roadmap after a funding round: choose the first external delivery lot
Product delivery
Shipping enterprise SSO: scope the customer rollout before implementation
Teams and budgets
Budget a business app: separate discovery, pilot and rollout : first diagnostic
Teams and budgets
Budget a business app: separate discovery, pilot and rollout : pilot scope
Teams and budgets
Budget a business app: separate discovery, pilot and rollout : comparison criteria
Teams and budgets
Budget a business app: separate discovery, pilot and rollout : evidence before rollout
Teams and budgets
Buying a product squad: ask who accepts the delivery
Teams and budgets
Choose a software partner with a pilot and criteria : first diagnostic
Teams and budgets
Choose a software partner with a pilot and criteria : pilot scope
Teams and budgets
Choose a software partner with a pilot and criteria : comparison criteria
Teams and budgets
Choose a software partner with a pilot and criteria : evidence before rollout
Teams and budgets
Comparing offshore quotes: normalize the scope before the hourly rate
Teams and budgets
Customer portal brief with acceptance criteria : diagnostic
Teams and budgets
Customer portal brief with acceptance criteria : pilot
Teams and budgets
Customer portal brief with acceptance criteria : acceptance criteria
Teams and budgets
Customer portal brief with acceptance criteria : supplier selection
Teams and budgets
External design and development: agree the handover that developers need
Teams and budgets
Fractional engineering support: define ownership between visits
Teams and budgets
Luxembourg product teams: agree the evidence behind a supplier renewal
Teams and budgets
Scope a custom CRM before requesting a quote : first diagnostic
Teams and budgets
Scope a custom CRM before requesting a quote : pilot scope
Teams and budgets
Scope a custom CRM before requesting a quote : comparison criteria
Teams and budgets
Scope a custom CRM before requesting a quote : evidence before rollout
Teams and budgets
Technical audit before buying or rebuilding software : diagnostic
Teams and budgets
Technical audit before buying or rebuilding software : pilot
Teams and budgets
Technical audit before buying or rebuilding software : acceptance criteria
Teams and budgets
Technical audit before buying or rebuilding software : supplier selection
Recruitment technology
Use AI for resume review with human oversight in a growing small business
Recruitment technology
Use AI for resume review with human oversight for a team working across several sites
Recruitment technology
Use AI for resume review with human oversight before an urgent hiring campaign
Recruitment technology
Use AI for resume review with human oversight when the founder hires directly
Recruitment technology
Improve a job application form in a growing small business
Recruitment technology
Improve a job application form for a team working across several sites
Recruitment technology
Improve a job application form before an urgent hiring campaign
Recruitment technology
Reply to candidates without losing the record in a growing small business
Recruitment technology
Reply to candidates without losing the record for a team working across several sites
Recruitment technology
Reply to candidates without losing the record before an urgent hiring campaign
Recruitment technology
Set access to candidate records in a growing small business
Recruitment technology
Set access to candidate records for a team working across several sites
Recruitment technology
Set access to candidate records before an urgent hiring campaign
Recruitment technology
Choose an ATS for a small business in a growing small business
Recruitment technology
Choose an ATS for a small business for a team working across several sites
Recruitment technology
Choose an ATS for a small business before an urgent hiring campaign
Recruitment technology
Run a hiring campaign with a small team in a growing small business
Recruitment technology
Run a hiring campaign with a small team for a team working across several sites
Recruitment technology
Run a hiring campaign with a small team before an urgent hiring campaign
Recruitment technology
Track hiring metrics without misleading the team in a growing small business
Recruitment technology
Track hiring metrics without misleading the team for a team working across several sites
Recruitment technology
Track hiring metrics without misleading the team before an urgent hiring campaign
Recruitment technology
Involve hiring managers without chasing feedback in a growing small business
Recruitment technology
Involve hiring managers without chasing feedback for a team working across several sites
Recruitment technology
Involve hiring managers without chasing feedback before an urgent hiring campaign
Recruitment technology
Replace recruitment spreadsheets in a growing small business
Recruitment technology
Replace recruitment spreadsheets for a team working across several sites
Recruitment technology
Replace recruitment spreadsheets before an urgent hiring campaign
Recruitment technology
Replace recruitment spreadsheets when the founder hires directly
Recruitment technology
Create a career page for a small business in a growing small business
Recruitment technology
Create a career page for a small business for a team working across several sites
Recruitment technology
Create a career page for a small business before an urgent hiring campaign
Recruitment technology
Create a career page for a small business when the founder hires directly
security
Securing Cloud Infrastructure: A Comprehensive Guide
software
B2B portal: orders, documents and permissions : diagnostic
software
B2B portal: orders, documents and permissions : pilot
software
B2B portal: orders, documents and permissions : acceptance criteria
software
B2B portal: orders, documents and permissions : supplier selection
software
B2B portal: orders, documents and permissions : operating handover
software
Integrate an API between ERP, CRM and customer portal : diagnostic
software
Integrate an API between ERP, CRM and customer portal : pilot
software
Integrate an API between ERP, CRM and customer portal : acceptance criteria
software
Integrate an API between ERP, CRM and customer portal : supplier selection
software
Integrate an API between ERP, CRM and customer portal : operating handover
software
Offline mobile app for field interventions : diagnostic
software
Offline mobile app for field interventions : pilot
software
Offline mobile app for field interventions : acceptance criteria
software
Offline mobile app for field interventions : supplier selection
software
Offline mobile app for field interventions : operating handover
Software recovery
A failed software rewrite: assess reusable work before starting again
Software recovery
Audit an existing app before changing development teams : first diagnostic
Software recovery
Audit an existing app before changing development teams : pilot scope
Software recovery
Audit an existing app before changing development teams : comparison criteria
Software recovery
Audit an existing app before changing development teams : evidence before rollout
Software recovery
Audit an existing app before changing development teams : recovery plan
Software recovery
Luxembourg software recovery: reconcile records across connected systems
Software recovery
Recovering a customer portal: inspect document links and storage permissions
Software recovery
Recovering a SaaS project: audit the accounts that control delivery
Software recovery
Repair a stalled SaaS before adding features : first diagnostic
Software recovery
Repair a stalled SaaS before adding features : pilot scope
Software recovery
Repair a stalled SaaS before adding features : comparison criteria
Software recovery
Repair a stalled SaaS before adding features : evidence before rollout
Software recovery
Secure accounts and secrets after a software takeover : diagnostic
Software recovery
Secure accounts and secrets after a software takeover : pilot
Software recovery
Secure accounts and secrets after a software takeover : acceptance criteria
Software recovery
Secure accounts and secrets after a software takeover : supplier selection
Software recovery
Secure accounts and secrets after a software takeover : operating handover
Software recovery
Software rescue budgets: separate diagnosis from the repair commitment
Software recovery
Take over a software project after the supplier disappears : first diagnostic
Software recovery
Take over a software project after the supplier disappears : pilot scope
Software recovery
Take over a software project after the supplier disappears : comparison criteria
Software recovery
Take over a software project after the supplier disappears : evidence before rollout
Software recovery
Take over a software project after the supplier disappears : recovery plan
Software recovery
Take over an API integration that fails without traces : diagnostic
Software recovery
Take over an API integration that fails without traces : pilot
Software recovery
Take over an API integration that fails without traces : acceptance criteria
Software recovery
Take over an API integration that fails without traces : supplier selection
Software recovery