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Insights on AI, security, software architecture, and building what's next for ambitious businesses.
1092 articles · Page 7 of 55
Prompt Caching With System Prompts: 5-Minute vs 1-Hour TTL Math
Prompt caching TTL strategies for system prompts: 5-minute vs 1-hour cost-benefit analysis with real production data and decision framework.
The 'Reports Are Always Wrong' Problem: A Padiso Diagnostic Framework
Discover why mid-market reports fail and how Padiso's diagnostic framework fixes chronic data accuracy. Real patterns, root causes, and actionable solutions.
Sandboxing Computer Use: VM, Container, and Network Patterns
Master VM, container, and network sandboxing for secure AI agent deployment. Production patterns for Claude computer use, Firecracker microVMs, egress controls.
The CEO Dashboard Problem: Why Most Boards Get the Wrong Numbers
Why CEO dashboards mislead boards and how to fix the trust issue at the top. Metric-review patterns that actually work.
Computer Use With Claude Opus 4.7 in Production: Beyond the Demo
Deploy Claude Opus 4.7 computer use in production. Real client case studies: legacy ERP, regulator portals, SaaS admin. Skip the demos, ship working systems.
Computer Use for Legacy ERP Screen Scraping in PE Carve-Outs
Learn how Opus 4.7 computer use automates legacy ERP data extraction in PE carve-outs when API access is restricted. Technical guide for operators.
Data Governance for Mid-Market Companies: A 30-Day Padiso Engagement
Master data governance in 30 days. Learn metric definitions, ownership, lineage, and audit-ready controls. Fixed-fee engagement for mid-market leaders.
Decision-Maker's Guide: When to Call Padiso for a Data and BI Rescue
Spot the signals you need a data rescue: late closes, diverging dashboards, burnout. See what Padiso delivers in 30 days and when to act.
Replacing RPA Vendors With Claude Computer Use
Replace expensive RPA licences with Claude computer use. Break-even analysis at 12 bots, 60% TCO savings, and real implementation guide for 2025.
Building Idempotent Tools for Long-Running Agents
Master idempotent tool design for production AI agents. Learn retry patterns, deduplication, side-effect logging, and safe agent restarts.
From Data Chaos to Single Source of Truth: A Padiso Engagement Walkthrough
Real 8-week Padiso engagement: consolidating 14 data sources into one governed metric layer on D23.io. Measurable outcomes and contact path inside.
The Reporting Bottleneck: Why Your Analysts Are Drowning and What to Do About It
Discover why analyst teams fall behind on ad-hoc reporting and how Claude-powered agentic workflows clear backlogs in 30 days.
The Stop-and-Think Pattern: Tool Use With Extended Thinking
Master the stop-and-think pattern for agentic AI. Combine tool calls with extended thinking for high-stakes financial and compliance workloads.
Stuck With a BI Vendor That Won't Move Fast Enough? Here's How Padiso Helps
Trapped by slow BI vendors? Learn how Padiso runs rapid second-opinion audits to help mid-market companies plot a credible exit strategy.
Tool Errors and Retries: Letting Claude Recover Without Looping
Master error-handling patterns for Claude agents. Learn retry policies, context budgeting, and self-correction without runaway loops or cost blowouts.
The 7 Data Reporting Headaches Every Mid-Market CFO Faces in 2026
Discover the 7 recurring data reporting headaches mid-market CFOs face in 2026 and proven Padiso playbooks to solve each one.
Parallel Tool Calls in Claude Opus 4.7: When to Run Five at Once
Master parallel tool calls in Claude Opus 4.7. Learn when to fan-out, cut latency 4x, and avoid context fragmentation traps.
Tool Choice Forcing: Auto, Any, and Specific Tool Patterns in Production
Master tool choice forcing in agentic AI: auto selection, constrained tool sets, and forced patterns. Learn production patterns from D23.io and real workflows.
Tool Schema Design: Why Verbose Descriptions Beat Clever Names
Learn why detailed tool descriptions drive agentic AI accuracy. Real before/after case study showing how verbose schemas doubled tool invocation correctness.
When Spreadsheets Break: Signs Your Business Has Outgrown Excel for Reporting
Discover the 8 critical signs your finance and ops teams have outgrown Excel. Learn the 60-day path to modern reporting platforms without disrupting trust.