Find useful guides to AI tools, software, automation, APIs, and the choices shaping work.
The lead stories
AI Models & Computing / The big story
Can you run AI locally on a laptop? Compare model downloads, RAM, GPU memory, 70B limits, offline privacy and real costs before buying new hardware.
Posted by the Qlauson TeamOct 16, 202613 min read
The latest
Fresh perspectives on the tools and technology changing the way we work.
APIs
Documented cases of runaway AI API bills—from $47 overnight loops to a $17,600 startup dispute—and the spend limits, alerts, and code-level caps that prevent them.
Posted by the Qlauson TeamOct 15, 20265 min read
APIs
Connect Claude to external APIs with validated tool calls, private credentials, explicit permissions, and review before important changes.
Posted by the Qlauson TeamOct 13, 20264 min read
APIs
Stream Claude responses progressively while handling SSE events, incomplete tool JSON, cancellations, and failures without exposing API keys.
Posted by the Qlauson TeamOct 11, 20264 min read
APIs
Create a first Messages request, keep authentication private, read usage and stop reasons, and prepare for errors before a real deployment.
Posted by the Qlauson TeamOct 12, 20264 min read
APIs
Reduce AI API costs with usage accounting, selective routing, prompt caching, batch work, and hard limits—while keeping quality visible.
Posted by the Qlauson TeamOct 9, 20264 min read
APIs
Documentation, limits, versioning, and support matter more than a long list of features. Here’s what to inspect before you commit.
Posted by the Qlauson TeamSep 22, 20264 min read
Newsletter
An occasional email when we publish a new guide or update an important one. No unrelated promotions, and you can unsubscribe from any email.
