400 Tabs to 100

AI that found its own way in

The Clutter

Every open tab is an unfinished decision

Closing tabs feels like losing information, so nobody does it and the pile compounds. Then Sam simply typed “organize my tabs.”

A plain request — but what happened next was not routine.

400+

open browser tabs before

400

background threads — each tab a thread of attention residue

The Result

No plugin, no configuration — 400+ tabs to under 100

Amplifier read every Microsoft Edge tab, grouped by topic, and closed the duplicates and stale pages — cutting the pile in minutes. (The counts and timing are the story's illustrative figures.)

The surprise isn't the speed. It's that nobody had wired this up.

400+

Edge tabs before

<100

tabs after

minutes

time to finish

The Gap

Nobody had ever wired Amplifier to a browser

There was no plugin, no integration, and no configuration for it to call. So how did a plain “organize my tabs” reach into Microsoft Edge at all?

The Enabling Capability

The bash tool runs real /bin/bash — so osascript just works

Amplifier's bash tool executes through /bin/bash with shell=True, and no command whitelist gates the execution path. AppleScript via osascript runs out of the box.

One capability — and Amplifier found the rest itself.

shell=True at lines 449 & 477
executable="/bin/bash" at line 481
allowed_commands = [] — “Empty = all allowed” (README line 78)
_is_pre_approved defined but never called — no whitelist gate in the run path

The Turn

Amplifier chained it together on its own

Nobody told Amplifier how. It worked out that macOS exposes app controls via AppleScript, that Edge exposes every tab, and that it had terminal access — then chained them.

“We didn't build it — Amplifier took advantage of it dynamically, on its own.”— Brian, the Amplifier creator

1You

2Amplifier bash

3AppleScript (osascript)

4Microsoft Edge

The Payoff

This is dynamic tool discovery, not a hardcoded feature

Nobody built this integration. Amplifier worked out the chain by itself. The deeper point: your AI should give attention back by removing clutter — not demand more focus.

“An AI-powered Shortcuts app which Apple has not been able to build.”— an audience member

The Pattern

The same clutter-cutting instinct is baked into the architecture

Amplifier's foundation delegate tool exposes context_depth and context_scope, and its explorer agent starts with zero prior context — keeping a session clean the way the tab pass kept the browser clean.

Remove clutter you never had to carry.

context_depth: none | recent | all
context_scope: conversation | agents | full
explorer agent: “This agent has zero prior context”

Sources

Sources & Research Methodology

Data as of: July 2026

Feature status: Shipped — narrative deck at amplifier-stories/docs/400-tabs-to-100.html (11 slides, 36047 bytes). Enabling module amplifier-module-tool-bash is production.

Research performed:

Deck facts: grep -c 'class="slide' amplifier-stories/docs/400-tabs-to-100.html ; grep -i '<title>' ... ; wc -c ... (11 slides; title & byte count confirmed)
Story strings: grep -o "Brian, the Amplifier creator\|AI-powered Shortcuts\|organize my tabs" ... | sort | uniq -c (4× ‘organize my tabs’, 1× each quote)
Bash mechanism: grep -nE 'shell=True|executable=' amplifier-module-tool-bash/amplifier_module_tool_bash/__init__.py (shell=True 449/477; executable="/bin/bash" 481)
Whitelist gate: grep -n 'allowed_commands' __init__.py ; grep -c 'self._is_pre_approved' __init__.py (README line 78 “Empty = all allowed”; _is_pre_approved call sites = 0)
Contributors: git -C amplifier-foundation log --format='%an' | sort | uniq -c | sort -rn (Brian Krabach 470 of 502 commits)
Context parallel: grep -n 'context_depth\|context_scope' amplifier-foundation/bundle.md ; grep -n 'zero prior context' agents/explorer.md
Timeline: git -C amplifier-stories log --format='%h %ad %an %s' --date=short -- docs/400-tabs-to-100.html

Gaps: The tab counts (400+, under 100), “in minutes” timing, and the audience/Brian quotes are the deck's illustrative narrative — confirmed present in the deck HTML but not reproduced from any log, benchmark, or transcript. AppleScript against Edge could not be run in this Linux environment.

Primary contributors: Sam Schillace (ramparte) — owner & latest deck author; Brian Krabach — 470/502 amplifier-foundation commits; sadlilas — first promoted the deck into docs/ on 2026-02-27.