Blog
Guides to choosing AI tools: what’s actually free, what each costs, and which one fits the job.
MCP vs A2A: What AI Agent Interoperability Means in 2026
Understand how MCP and A2A differ, what open agent standards change, and which integration questions small teams should ask before choosing tools.
Portable Agent Skills: Turn Business Know-How Into Workflows
Agent Skills package instructions and resources for reusable AI workflows. Learn what changed in 2026 and how to evaluate portability and safety.
Sandboxed AI Agents: A Safer Way to Automate Real Work
Sandboxing is becoming core AI infrastructure. Learn how file, network, and credential boundaries affect safe agent automation for small teams.
On-Device AI Transcription: Privacy Beyond the Cloud
New on-device speech models make local transcription more practical. Compare hardware, language, licensing, and privacy questions before choosing a tool.
AI Document Parsing: Why Layout Matters More Than OCR
AI document tools increasingly preserve tables, structure, and source locations. Learn how to choose a parser for invoices, reports, and business PDFs.
Content Credentials: AI Provenance Without the Hype
C2PA credentials can record how content was made and edited. Learn what provenance proves, what it cannot prove, and how creators can use it responsibly.
Full-Duplex Voice AI: Better Conversations, Same Duty of Care
Full-duplex voice APIs separate conversation from backend work. Explore interruption handling, tool use, and realistic checks for business voice assistants.
Reference-First AI Video: Build Clips Around Brand Assets
Reference images and shot controls are changing AI video workflows. Learn how to plan consistent branded clips without mistaking model claims for guarantees.
Adaptive Reasoning: Spend AI Effort Where It Matters
Reasoning effort is becoming a configurable part of AI tools. Learn how to balance quality, latency, and cost using representative tasks and real outcomes.
AI Agent Evaluation: Test Outcomes, Not Confident Answers
Agent evaluations are shifting toward stateful workflows and real outcomes. Build a small test suite that checks accuracy, permissions, recovery, and cost.