blog: refresh posts to current infra state (JS flows, tinqs CLI, steering + human-in-the-loop)
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@@ -12,11 +12,11 @@ author_role: "CTO & Developer, Tinqs"
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---
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Every AI agent session starts the same way: cold. The agent doesn't know what project this is, who's asking, what tools are available, or what happened yesterday. You spend the first five minutes re-explaining context.
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Our CLI solves this in 100ms. One command — `tstudio identity` — and the agent knows everything. The binary is 15MB, has zero runtime dependencies, and runs on every machine in the studio.
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Our CLI solves this in 100ms. One command — `tinqs identity` — and the agent knows everything. The binary is 15MB, has zero runtime dependencies, and runs on every machine in the studio.
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## The identity command (100ms)
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When an agent starts, the first thing it calls is `tstudio identity`. The output:
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When an agent starts, the first thing it calls is `tinqs identity`. The output:
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- **Soul file** — the agent's persistent identity, values, operating principles
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- **Company context** — team members, roles, what the company does
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@@ -26,7 +26,7 @@ When an agent starts, the first thing it calls is `tstudio identity`. The output
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This data lives in markdown files in the docs repo. Any machine on the network can read it. The agent goes from blank to fully contextual in under a second.
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This started as a convenience tool for humans. It became the single most important function in our stack. Every agent session — Cursor, Claude Code, Pi — starts with `tstudio identity`. Without it, every conversation begins with "let me explain the project." With it, the agent already knows.
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This started as a convenience tool for humans. It became the single most important function in our stack. Every agent session — Cursor, Claude Code, Pi — starts with `tinqs identity`. Without it, every conversation begins with "let me explain the project." With it, the agent already knows.
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## Screenshots and cloud vision
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@@ -38,7 +38,7 @@ This is how you file bugs without typing. Look at the game, tell the agent what'
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## Health checks
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`tstudio doctor` runs a comprehensive check:
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`tinqs doctor` runs a comprehensive check:
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- Is the git platform reachable and authenticated?
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- Is the game server running?
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@@ -55,7 +55,7 @@ Cross-compilation is trivial. We build Windows, Mac (arm64 + amd64), and Linux b
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## What we learned
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**The CLI is the API for AI agents.** What started as a human convenience tool became the primary interface for agents. Every session starts with `tstudio identity`. The agent's "hands and eyes" — screenshots, vision, health checks — are subcommands of the same binary.
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**The CLI is the API for AI agents.** What started as a human convenience tool became the primary interface for agents. Every session starts with `tinqs identity`. The agent's "hands and eyes" — screenshots, vision, health checks — are subcommands of the same binary.
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**One binary beats ten scripts.** Scripts rot. They have different shells, different PATH assumptions, different error handling. A compiled binary either works or it doesn't. It ships with dependencies baked in. It doesn't care if your Python is 3.9 or 3.12.
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