Augmented Team Quality: The Attrition Problem

Everest Group's 2024 Staff Augmentation report found that 48% of augmented teams experience "high attrition" — defined as annual engineer turnover exceeding 25%. For a 5-person augmented team, that means losing 1-2 engineers per year. Each departure triggers the same costs as internal turnover — knowledge loss, ramp-up time, team disruption — but the client has no control over the staffing…

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Ready for the revolution

Not so long ago, I considered myself basically a capitalist, and—echoing folks like Ralph Nader and Elizabeth Warren—would have said our problems are with _corporate_ capitalism. Maybe so, but whether or not corporatism is the capitalism that Adam Smith envisioned, it’s the capitalism we have. Inasmuch as the notion of “markets” includes convention dealers’ rooms, great local coffee…

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AI Developer Tools & Integration Support for Laravel Community

I’m not familiar with Laravel, but it seems like there might be a promising approach via MCP? :


Background: why “Laravel-specific AI dev tools” is different from generic AI

Generic coding assistants tend to fail in Laravel projects for predictable reasons:

  • They lack project truth (routes, container bindings, schema, policies, package versions).
  • **They answer from “generic…
Read more →
AI Developer Tools & Integration Support for Laravel Community

I’m not familiar with Laravel, but it seems like there might be a promising approach via MCP? :


Background: why “Laravel-specific AI dev tools” is different from generic AI

Generic coding assistants tend to fail in Laravel projects for predictable reasons:

  • They lack project truth (routes, container bindings, schema, policies, package versions).
  • **They answer from “generic…
Read more →
AI Developer Tools & Integration Support for Laravel Community

I’m not familiar with Laravel, but it seems like there might be a promising approach via MCP? :


Background: why “Laravel-specific AI dev tools” is different from generic AI

Generic coding assistants tend to fail in Laravel projects for predictable reasons:

  • They lack project truth (routes, container bindings, schema, policies, package versions).
  • **They answer from “generic…
Read more →
AI Developer Tools & Integration Support for Laravel Community

I’m not familiar with Laravel, but it seems like there might be a promising approach via MCP? :


Background: why “Laravel-specific AI dev tools” is different from generic AI

Generic coding assistants tend to fail in Laravel projects for predictable reasons:

  • They lack project truth (routes, container bindings, schema, policies, package versions).
  • **They answer from “generic…
Read more →
AI Developer Tools & Integration Support for Laravel Community

I’m not familiar with Laravel, but it seems like there might be a promising approach via MCP? :


Background: why “Laravel-specific AI dev tools” is different from generic AI

Generic coding assistants tend to fail in Laravel projects for predictable reasons:

  • They lack project truth (routes, container bindings, schema, policies, package versions).
  • **They answer from “generic…
Read more →
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