Tutorials Reflection Beam: Get Agent-Ready Before the Weights Drop
Build an effort-routing tool-loop client for Beam's OpenAI-compatible API and size the self-host bill.
How-to content for builders, indie hackers, and AI engineers. Less theory, more shipped code.
Tutorials Build an effort-routing tool-loop client for Beam's OpenAI-compatible API and size the self-host bill.
Tutorials Write a Claude Code mod that blocks, asks, and logs risky shell commands, then test it.
Tutorials Run a durable Codex-powered agent in OpenAI's hosted sandbox with a custom tool and file outputs.
Tutorials Drive a real browser with GPT-6.1 Sol's batched computer tool, with guardrails.
Tutorials Rebuild the 21-hour enzyme-hunt pattern: cheap triage, deep read, budget cap, resumable.
Tutorials Forced tool use now 400s on Claude Sonnet 5.5. Replace it with strict tools and a retry guard.
Tutorials A Claude Code agent deleted 48,000 files in 103 seconds. Build the setup that stops it.
Tutorials Set up Claude Code's new Projects beta to run coordinated, parallel AI coding threads across repos.
Tutorials Build a store=false Grok 4.7 tool agent that keeps its reasoning, hits cache, and escalates effort.
Tutorials Opus 5.5 moved agent narration into thinking blocks. Stream it back with display updates and nudges.
Tutorials Summarize long Claude Opus 5.5 sessions in a background thread and swap the result in, no pause.
Tutorials Send GPT-6 requests to Luna, validate the JSON, and pay Sol prices only when the checks fail.