Token

Inference latency: Why 41B active beats 975B

Learn why 41B active parameters matter more than total count for agent latency. Discover selection criteria for reliable, cost-effective systems.

Jul 16, 2026 Sofia Berg 12 min read

Agent loop costs: stop token spikes now

Unchecked retries turn minor glitches into seven-figure liabilities. Learn why parallel agentic loops drain budgets faster than expected.

Jul 16, 2026 Priya Nair 16 min read

Agent personas boost value 23x over default settings

Configured AI agents drive a 23x value increase by stripping verbose output. Learn how specialized personas reduce token costs in complex development.

Jul 5, 2026 Sofia Berg 14 min read

Agentic economy reality: Engineering choices made today

Ordinary engineering choices made this quarter define the agentic economy. Learn how June 2026 defaults impact machine autonomy and asset exchange rules.

Jun 29, 2026 Diego Alvarez 16 min read

Autonomous agent loops burn $4,200 in a weekend

One developer lost $4,200 in a weekend. Learn why autonomous loops make 30–50 calls per ticket and how to set killswitches.

Jun 23, 2026 Sofia Berg 13 min read

Token efficiency: Cut prompts to 250 tokens

Short prompts of 250 tokens keep models in peak form while longer inputs cause measurable degradation in output quality and speed.

Jun 15, 2026 Marcus Chen 13 min read