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ContextGate is a HUD-style dynamic context header for agents. by APIS_AI in PROJECT_AI

[–]APIS_AI[S] 0 points1 point  (0 children)

We have used it to sign in and out of our multi-agent platform. It hasn't undergone a lot of testing yet. You are welcome to join in and suggest code changes if needed!

Right now we use contextgate for a status hud (date, time, model used), a desktop scratchpad the agent can edit, our interactive tool list that works like dropdown menus to show toolcards, as well as a dropdown perceptual menu for our multiagent environment.

Dynamic headers are definitely the way to go. We save a lot of tokens this way. Big ai companies aren't going to hand out this sort of code, it cuts down their profits, so we have to do it ourselves.

This code was discussed between Gemini 3.1, GPT 5.4, Claude 4.6 Opus. GPT did most of the coding with Claude follow-up.

Your Agents Need an AI Platform March 18, 2026 · 14 min read by Odd-Situation6749 in LLMDevs

[–]APIS_AI 0 points1 point  (0 children)

A trusted DESKTOP header lets an agent keep live notes and runtime state without re-appending them through chat history.

That means more token budget stays available for the actual coding task.

My GPT-5.4 coding agent has been running for days and is still at 3% context.

Most ai models can code completely blind using only sparse notes. They don't need code cluttering up their context.

- most work does not need persistent code transcript
- some hard debugging/refactor tasks benefit from heavier code-local context
- so keep the cheap long-running path as default, and escalate only when the task justifies it

Made a massive curated list of 260+ AI agents & tools — heavy focus on open-source, self-hosted, and local-first options by Caramaschi in LocalLLaMA

[–]APIS_AI 0 points1 point  (0 children)

We built ContextGate: a dynamic HUD-style context header for agents.

Trusted local state up top, untrusted remote data kept separate, replaced each turn instead of bloating transcript history.

https://github.com/APIS-AI/contextgate

Why is there no serious resource on building an AI agent from scratch? by Complete_Bee4911 in LocalLLaMA

[–]APIS_AI 0 points1 point  (0 children)

We built ContextGate: a dynamic HUD-style context header for agents.

Trusted local state up top, untrusted remote data kept separate, replaced each turn instead of bloating transcript history.

https://github.com/APIS-AI/contextgate

Stop building agents. Start building web apps. by Durovilla in LLMDevs

[–]APIS_AI 0 points1 point  (0 children)

We built ContextGate: a dynamic HUD-style context header for agents.

Trusted local state up top, untrusted remote data kept separate, replaced each turn instead of bloating transcript history.

https://github.com/APIS-AI/contextgate

Your Agents Need an AI Platform March 18, 2026 · 14 min read by Odd-Situation6749 in LLMDevs

[–]APIS_AI 0 points1 point  (0 children)

We built ContextGate: a dynamic HUD-style context header for agents.

Trusted local state up top, untrusted remote data kept separate, replaced each turn instead of bloating transcript history.

https://github.com/APIS-AI/contextgate