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Insights on AI, security, software architecture, and building what's next for ambitious businesses.
2167 articles · Page 44 of 109
Migrating from Qlik to Apache Superset: The D23.io Playbook
Step-by-step Qlik to Superset migration guide: data remapping, dashboard rebuilds, semantic layers, training, and cutover. PADISO's proven playbook.
Using Opus 4.6 for Agent Orchestration: Patterns and Pitfalls
Production-grade patterns for Opus 4.6 agent orchestration: prompt design, validation, cost optimisation, and failure modes engineering teams hit most.
Using Opus 4.7 for Financial Reconciliation: Patterns and Pitfalls
Production-grade patterns for deploying Opus 4.7 on financial reconciliation. Prompt design, validation, cost optimisation, and failure modes.
Opus 4.7 in Government: A 2026 Adoption Playbook
Deploy Opus 4.7 in government securely. Real architectures, data residency, governance, ROI benchmarks and production tasks for 2026 federal adoption.
Opus 4.7 in Mining: A 2026 Adoption Playbook
Deploy Opus 4.7 in mining operations. Real architectures, governance, data residency, ROI benchmarks, and production tasks where Opus 4.7 delivers measurable value.
Portfolio-Wide AI Operating Model for Energy
Build a scalable AI operating model across energy portfolio companies. Diligence, capability rollout, governance, and exit positioning benchmarks.
Using Sonnet 4.5 for Meeting Note Summarisation: Patterns and Pitfalls
Production-grade patterns for Sonnet 4.5 meeting summarisation. Prompt design, cost optimisation, validation, and the failure modes engineering teams hit most.
Updating Production Prompts for New Claude Versions
Framework for safely updating production prompts across Claude model releases. Testing, versioning, and rollback strategies for 2024–2027.
Using Opus 4.7 for RAG Retrieval: Patterns and Pitfalls
Production-grade patterns for deploying Opus 4.7 on RAG retrieval workflows. Prompt design, output validation, cost optimisation, and failure modes.
Agent Evaluation: Beyond LLM-as-Judge
Master production AI agent evaluation. Reference-based, behavioural, and outcome metrics that actually predict real-world performance.
AI Incident Response Playbooks for Compliance Teams
Build AI incident response playbooks that pass audits. Controls, evidence patterns, and implementation steps for SOC 2, ISO 27001, and regulatory readiness.
Anthropic's Next Release: Pre-Built Evaluation Suite
Master Anthropic's pre-built evaluation suite for Claude models. Framework for engineering teams to test AI agents through 2027.
Superset Alerts and Reports: Making the Scheduler Reliable
Celery beat config, screenshot workers, and the timeout interactions that make scheduled reports fail silently at exactly the wrong time.
Superset Cross-Filters: Why Dashboards Slow to a Crawl
Cross-filters multiply queries per interaction. The chart-count threshold where it degrades, and the scoping config that keeps dashboards responsive.
Apache Superset + DuckDB: A D23.io Reference Architecture
Production-ready Superset + DuckDB architecture: connection patterns, query performance, caching, and operational patterns from D23.io deployments.
Apache Superset for Executive Reporting in Hospitality
Design and operate executive dashboards in Apache Superset for hospitality. Data modelling, dashboard design, and rollout patterns for hotels and travel.
Apache Superset for Government Agencies: A 2026 Adoption Guide
Complete guide to deploying Apache Superset in government agencies. Covers governance, security, embedded analytics, and 90-day rollout patterns.
Deploying Claude in Australia: Data Residency, Compliance, and Latency
Run Claude workloads from Australia securely. AWS Bedrock, direct API, data residency, compliance posture, and latency profiles for Australian startups and enterprises.
DORA Compliance for Australian Financial Services Using AI
Master DORA compliance for Australian financial services. AI-driven controls, evidence patterns, audit prep, and implementation steps from PADISO.
Haiku 4.5 in Mining: A 2026 Adoption Playbook
Deploy Haiku 4.5 in mining operations: real architectures, governance, data residency, ROI benchmarks, and production task allocation for 2026.