Pinned· Latest upload · May 12, 2026
New · 4 min04:12
What we
shipped this week.
shipped this week.
What we shipped this week — trust scores, MCP everywhere, sharper queries.
Scott walks through the three things we shipped in the last seven days. No slides. No marketing voiceover. Just a screen, a cursor, and the changelog.
Scott Taylor·4,108 views·2 days ago·Product walkthrough
New
08:14
$ spark ask "why pandas==2.1?"
→ pinned 6 mo ago · core/data
→ thread: 4 decisions
→ trust 0.91
Asking Spark "why" — chasing a single pinned decision through six months of repo history.
Walkthrough
06:24
Trust
scores.
scores.
How trust scores actually work — and why a high number isn't always the right answer.
Market
11:38
Why memory
now.
now.
Why agent memory is the next platform shift — and why we think it's a registry, not an SDK.
Customer chat
14:02
60 days
in.
in.
ACME Corp's engineering leads on what plateaued, what compounded, what surprised them.
Build session
42:18
$ spark init --share team/core
→ scanning 12,408 files…
→ 286 decisions, 41 conventions
→ ready in 41s
Starting a 12,000-file repo from scratch — one coffee, no cuts.
Quick take
03:21
Files
aren't
memory.
aren't
memory.
Your agent's memory is a markdown file. That's the bug.
Walkthrough
03:51
$ spark mcp install
→ Claude Code ✓
→ Cursor ✓
→ Windsurf ✓
One memory layer, three coding agents. The four-minute tour.
Market
22:15
Continual
learning.
learning.
Continual learning without retraining — Pete's talk for the ACME Corp briefing.
Walkthrough
05:18
Working
memory.
memory.
Working memory vs semantic memory, with one screen and one bug.
Talk
18:42
SaaStr
2026.
2026.
A taxonomy of agent memory, in 18 minutes. SaaStr stage cut.
Quick take
02:47
Zig
& zag.
& zag.
Why agents need to disagree with themselves.
Customer chat
26:09
A bank
in the EU.
in the EU.
How a regulated team threaded memory through compliance review.
Showing 12 of 84
Grouped into playlists.
Pick a thread. Watch one, leave the rest. We add to these as we go — no fixed episode count.
Playlist28 videos
Product walkthroughs
Short screen recordings of new features, CLI changes, and the parts of Spark people email us about.
Updated weekly
Browse →
Playlist19 videos
Market & strategy
How we think about memory, agents, MCP, and where this category is going. Some essays, some talks.
Updated monthly
Browse →
Playlist14 videos
Build sessions
Unedited builds. One repo, one task, no cuts. Best watched at 1.5×.
Long-form
Browse →
Playlist11 videos
Customer chats
Conversations with the people running Memco in production. ACME Corp and other design partners.
Conversational
Browse →
Playlist9 videos
Talks & podcasts
Keynotes, panels, podcast guest spots — slides included where they exist.
External
Browse →
Playlist3 videos
Quick takes
Three-minute takes on one idea. The kind of thing we'd post on X but with a face attached.
Bite-size
Browse →
Get new videos wherever you watch.
We post 2–3 a week. YouTube has the full archive; X gets the shorter cuts; RSS works if you're old-school.