Blog - answer-first writing on modernization, cloud, and AI

THE PRACTICE, WRITTEN DOWN

Every piece opens with the answer, then earns it. Written from delivery experience - no invented case numbers, no vendor fog. If a claim needs proof we don't have yet, we say so on the page.

2026-07-12·8 MIN·#data#contracts#platform

DATA CONTRACTS THAT STICK: OWNERSHIP, FRESHNESS, AND BREAKING-CHANGE DISCIPLINE

How to implement data contracts enterprises actually keep: owners, SLAs, schema evolution, and tests in CI - not wiki pages nobody reads.

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2026-07-08·10 MIN·#rag#evaluation#ai#knowledge

RAG EVALUATION FOR THE ENTERPRISE: FAITHFULNESS, ABSTENTION, AND THE METRICS THAT SURVIVE SECURITY REVIEW

How to evaluate retrieval-augmented generation in production: faithfulness, citation support, honest abstention, regression suites, and why 'accuracy' alone fails procurement.

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2026-07-05·9 MIN·#kubernetes#cloud#platform

KUBERNETES DECISION GUIDE FOR THE ENTERPRISE: WHEN TO ADOPT, WHEN TO WAIT, WHEN TO BUY A PLATFORM

A practical K8s decision framework: workload fit, platform team cost, managed vs self-run, and the failure modes of 'Kubernetes for everything.'

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2026-07-02·9 MIN·#voice#ai-agents#cx

VOICE AGENT DESIGN PATTERNS: SCRIPTS, GROUNDING, BARGE-IN, AND HONEST WARM HANDOFF

Practical patterns for enterprise voice agents: grounded dialogue, interruption handling, confidence routing, and warm transfer with transcript context - without fake demos.

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2026-06-30·8 MIN·#gcc#talent#delivery

GCC BUILD-OPERATE-TRANSFER: HOW TO STAND UP A GLOBAL CAPABILITY CENTER WITHOUT CREATING A PERMANENT HOSTAGE

A BOT model for Global Capability Centers: build the team and practice, operate to SLA, transfer ownership with documentation and hiring so you can leave.

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2026-06-28·8 MIN·#search#knowledge#governance

ENTERPRISE SEARCH ROLLOUT: PERMISSIONS, CONNECTORS, AND WHY 'ONE BOX' FAILS WITHOUT GOVERNANCE

How to roll out enterprise search that respects permissions, connects the systems people actually use, and stays trustworthy as content and access change.

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2026-06-24·8 MIN·#ai-agents#strategy#governance

BUILD VS BUY YOUR AI AGENT PLATFORM: A DECISION FRAMEWORK THAT SURVIVES CONTACT WITH SECURITY REVIEW

Framework, orchestration, governance, and the agents themselves - which layers to build, which to buy, and the failure modes of each path. Answer-first: buy the control plane, build the agents that encode your edge.

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2026-06-18·7 MIN·#ai-agents#governance#hitl

HUMAN-IN-THE-LOOP AGENT DESIGN: APPROVAL QUEUES THAT TEACH THE SYSTEM INSTEAD OF BOTTLENECKING IT

How to design HITL for AI agents: thresholds, queues, override trails, and using disagreements as evaluation signal - the pattern behind Agent Cloud approvals.

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2026-06-10·9 MIN·#ai-agents#governance#security

AI AGENT GOVERNANCE: THE QUESTIONS SECURITY WILL ASK, ANSWERED BEFORE THEY ASK THEM

A practical framework for governing AI agents in the enterprise: identity, least-privilege permissions, policy checks, human approval, immutable audit, kill-switches, and cost controls - and why governance is the adoption unlock, not the brake.

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2026-05-28·7 MIN·#finops#cloud#cost

FINOPS WITHOUT THE SHAME SPIRAL: RIGHTSIZING, SCHEDULING, AND COST AS AN ENGINEERING SIGNAL

Practical FinOps for engineering teams: find waste by category, attach owners, and make cost visible in the same tools as latency - not quarterly surprise invoices.

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2026-05-22·8 MIN·#document-ai#finance#automation

DOCUMENT INTELLIGENCE FOR ACCOUNTS PAYABLE: EXTRACTION, VALIDATION, AND GOVERNED POSTING

How to automate AP invoice intake with layout-aware extraction, three-way match validation, confidence routing, and audited posting agents.

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2026-05-18·10 MIN·#modernization#cobol#mainframe

COBOL MODERNIZATION WITHOUT DOWNTIME: THE STRANGLER-FIG PLAYBOOK

How to move off COBOL/mainframe systems while the business keeps running: automated analysis, characterization tests, strangler-fig seams, parallel runs with reconciliation, and cutovers decided by evidence - not calendar dates.

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2026-05-12·8 MIN·#modernization#legacy#architecture

STRANGLER-FIG MODERNIZATION: SLICE THE MONOLITH WITHOUT THE BIG-BANG WEEKEND

How strangler-fig migrations work in practice: seams, parallel runs, reconciliation, and cutovers decided by evidence - the default for COBOL and legacy ERP exits.

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2026-05-02·7 MIN·#data#cdp#governance

CDP VS DATA CATALOG: YOU'RE PROBABLY ASKING FOR ONE AND NEEDING THE OTHER

Customer data platforms resolve identities into unified profiles for activation; data catalogs document and govern data for trust and discovery. Which to deploy first, how they compound, and the failure modes of confusing them.

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2026-04-30·8 MIN·#modernization#tooling#technical-debt

MODERNIZATION TOOLING, HONESTLY: WHAT SCANNERS, TRANSLATORS, AND ASSESSMENTS CAN ACTUALLY DO

A clear-eyed map of legacy-modernization tooling: portfolio scanners, dependency mappers, rule extractors, code translators, and debt scanners - what each is good for, where each lies to you, and how to combine them with judgment.

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2026-04-20·6 MIN·#security#compliance#trust

SOC 2 READY VS CERTIFIED: WHAT BUYERS SHOULD ASK VENDORS (AND PARTNERS)

How to read SOC 2 Ready claims, what evidence to request, and how readiness differs from an issued report - with GDPR/HIPAA/ISO context.

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2026-04-12·8 MIN·#cloud#finops#cost

THE CLOUD COST PLAYBOOK: CUTTING THE BILL WITHOUT CUTTING RELIABILITY

A sequenced FinOps playbook: visibility and allocation first, then the mechanical quick wins (rightsizing, scheduling, storage tiers, orphans), then commitments, then the architectural fixes - with the org habits that keep costs down.

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