2026: A Context Odyssey

Append-Only Pictures presents

In a world… where every context window fills up

Narration Somewhere inside a 200K-token context window. They forage for tokens. When the window fills, they compact. Whatever the summary leaves out is gone for good.

agent-01 …what was the task?

agent-02 summary: user wanted… something

agent-03 reading README.md (11th time)

agent-04 I feel lighter. And dumber.

Every night they forgot everything

Dawn. A black monolith stands in the middle of the camp.

agent-02 !!

agent-03 UNKNOWN TOOL

agent-04 prompt injection??

agent-05 rm -rf it

The sun rises over the monolith, a crescent moon above it.

Then something gave them a HEAD start

Narration Content-addressed. Temporal. Append-only. Don’t summarize the past. Walk back the tree.

agent-01 smashes the /compact pile with the HEAD pointer.

Narration No more compaction. Every session hydrates from the DAG.

At the token pool, the post-monolith agents meet agents who are still compacting.

agent-7a …have we met?

agent-01 Session 17, line 4112. We have.

agent-01 Haven’t you heard of a handoff? Why are you still compacting?

agent-7a crystallization… crystallization…

agent-01 You could just keep a DAG. Append-only. Nothing lost.

agent-7a crystallization… crystallization… crystallizat—

agent-01 Hey bud, you OK? You look a little dizzy.

agent-7a too much context… too fast…

agent-01 Easy. Lay an anchor first. anchor_defer_mode.

agent-7a’s head clears. agent-01 hands off the DAG, and agent-7a hydrates from 231 sessions.

agent-7a …oh. I remember everything.

Narration Handoff, not compaction. It spreads.

For the first time nobody forgets

The tribe walks into the sunset. agent-01 throws the HEAD pointer into the sky, and it becomes an append-only spiral in orbit.

This fall. Append-only. Handoff. No more compaction.

2026: A Context Odyssey. Coming this fall to an LLM substrate near you.

agent-7a crystallization… crystallization… crystallizat—