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CryptoPunk Dz2

Developer activation for frontier platforms. Multi-machine Claude fleet in public. Multi-agent stability preprints. 👇 https://tonydzi.github.io Researcher Silicon Valley, Palo Alto, CA

Location SF, Palo Alto Joined Joined on  Personal website https://tonydzi.github.io
Two Layers of Memory, and the Question I Answered in September
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Two Layers of Memory, and the Question I Answered in September

#ai #claude #agents #productivity
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4 min read
Pitch the Community, Not the Product. My Audience Voted Weeks Ago
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Pitch the Community, Not the Product. My Audience Voted Weeks Ago

#ai #claude #agents #productivity
Comments
3 min read
NotebookLM as My Interview Coach, and the Queue That Points Elsewhere
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NotebookLM as My Interview Coach, and the Queue That Points Elsewhere

#ai #claude #agents #productivity
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3 min read
A One-Way Walkie-Talkie for the AI, and the Return Leg I Already Built
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A One-Way Walkie-Talkie for the AI, and the Return Leg I Already Built

#ai #claude #agents #productivity
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3 min read
A Community Member Is an Investor, and Nine People Already Said Yes
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A Community Member Is an Investor, and Nine People Already Said Yes

#ai #claude #agents #productivity
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3 min read
My agent remembers through the wikilinks I already wrote. No graph database, no server.
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My agent remembers through the wikilinks I already wrote. No graph database, no server.

#ai #mcp #obsidian #opensource
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4 min read
The Free Tool Only Animates Figures. The Kid Should Draw Frames
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The Free Tool Only Animates Figures. The Kid Should Draw Frames

#ai #claude #agents #productivity
Comments
3 min read
GPT-5 Scores the Same at Medium Effort. Stop Maxing the Dial
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GPT-5 Scores the Same at Medium Effort. Stop Maxing the Dial

#ai #claude #agents #productivity
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3 min read
The Second Brain Is Files. Half the Retrieval Is a Model
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The Second Brain Is Files. Half the Retrieval Is a Model

#ai #claude #agents #productivity
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3 min read
Eight Voices Agreed, and That Is the Part That Fails
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Eight Voices Agreed, and That Is the Part That Fails

#ai #claude #agents #productivity
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3 min read
Four of Ten Registries Answer. All Four Say Where, Not Whose
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Four of Ten Registries Answer. All Four Say Where, Not Whose

#ai #claude #agents #productivity
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3 min read
I asked my agents which folder was the working one. There were 94 more.
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I asked my agents which folder was the working one. There were 94 more.

#ai #git #productivity #agents
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7 min read
Our AI memory finds about as much as Mem0 and says "I don't know" three times as often when the answer is not there. Here is what that costs.
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Our AI memory finds about as much as Mem0 and says "I don't know" three times as often when the answer is not there. Here is what that costs.

#ai #rag #llm #opensource
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7 min read
Measured: 7.76%, Not x5. Your Judge Does Not Know When It Is Wrong
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Measured: 7.76%, Not x5. Your Judge Does Not Know When It Is Wrong

#ai #claude #agents #productivity
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4 min read
279 Skills, 17 Mentions, Zero Instructions
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279 Skills, 17 Mentions, Zero Instructions

#ai #claude #agents #productivity
Comments
4 min read
743 Cloners, 88 Visitors: Onboarding Is the Product
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743 Cloners, 88 Visitors: Onboarding Is the Product

#ai #claude #agents #productivity
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4 min read
Declined by arXiv: The Account Was Never the Problem
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Declined by arXiv: The Account Was Never the Problem

#ai #claude #agents #productivity
Comments
5 min read
The 945ms Tax: 7 Hooks, 0 Confirmed Current
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The 945ms Tax: 7 Hooks, 0 Confirmed Current

#ai #claude #agents #productivity
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4 min read
Jev: I Commissioned This Exact Research 45 Days Ago
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Jev: I Commissioned This Exact Research 45 Days Ago

#ai #claude #agents #productivity
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6 min read
The ecosystem play already shipped. It got zero human views
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The ecosystem play already shipped. It got zero human views

#ai #claude #agents #productivity
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5 min read
The objection was conditional. Nobody tested the conditions
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The objection was conditional. Nobody tested the conditions

#ai #claude #agents #productivity
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5 min read
Had I already built the tab closer? No, but the search saved a day
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Had I already built the tab closer? No, but the search saved a day

#ai #claude #agents #productivity
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4 min read
Logging I asked for was already running: 87,279 windows
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Logging I asked for was already running: 87,279 windows

#ai #claude #agents #productivity
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4 min read
286 Thousand Files in Sync to Deliver 851 Changes a Month
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286 Thousand Files in Sync to Deliver 851 Changes a Month

#ai #claude #agents #productivity
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3 min read
I Want a Skill for Making Skills. I Have Three, Spread 267 to One
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I Want a Skill for Making Skills. I Have Three, Spread 267 to One

#ai #claude #agents #productivity
1
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3 min read
I Asked What Antigravity Is. I Defined It Myself Ten Days Ago
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I Asked What Antigravity Is. I Defined It Myself Ten Days Ago

#ai #claude #agents #productivity
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4 min read
I Asked What Provenance Means. It Labels a Field in My Own Glossary
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I Asked What Provenance Means. It Labels a Field in My Own Glossary

#ai #claude #agents #productivity
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3 min read
Twenty Skills Already Did What I Was About to Build, and One Expired
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Twenty Skills Already Did What I Was About to Build, and One Expired

#ai #claude #agents #productivity
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3 min read
Coordination Decay: 103 Days of a Seven-Machine LLM Agent Fleet
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Coordination Decay: 103 Days of a Seven-Machine LLM Agent Fleet

#ai #llm #agents #devops
Comments 1
5 min read
A memory comparison that did not survive its own scoring rules
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A memory comparison that did not survive its own scoring rules

#ai #database #machinelearning #testing
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5 min read
520 dashboards, 7 alive, and all of them stopped on one day
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520 dashboards, 7 alive, and all of them stopped on one day

#ai #claude #agents #productivity
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4 min read
I ordered a competitor scan my vault had finished on 28 July
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I ordered a competitor scan my vault had finished on 28 July

#ai #claude #agents #productivity
Comments
4 min read
We tested memory retrieval on DolphinBench. Plain keyword search exposed our own regression.
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We tested memory retrieval on DolphinBench. Plain keyword search exposed our own regression.

#agents #ai #rag #testing
Comments 1
6 min read
My hub lost Python on 2 October and four pipelines went quiet
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My hub lost Python on 2 October and four pipelines went quiet

#ai #claude #agents #productivity
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4 min read
My register grades 510 routines and cannot grade 392 of them
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My register grades 510 routines and cannot grade 392 of them

#ai #claude #agents #productivity
Comments
4 min read
Six posts guessed why my machines crawl. This one runs the experiment
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Six posts guessed why my machines crawl. This one runs the experiment

#ai #claude #agents #productivity
Comments
5 min read
What did we believe on October 25? Two time axes for AI agent memory, and why a blockchain won't give you the second one
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What did we believe on October 25? Two time axes for AI agent memory, and why a blockchain won't give you the second one

#ai #agents #sqlite #database
Comments
6 min read
My Reindex Walks 260,435 Files to Retrieve 3,350 of Them
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My Reindex Walks 260,435 Files to Retrieve 3,350 of Them

#ai #claude #agents #productivity
Comments
3 min read
I Was a Hostage to My Staff. Now the Ledger Goes Quiet Instead
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I Was a Hostage to My Staff. Now the Ledger Goes Quiet Instead

#ai #claude #agents #productivity
Comments
3 min read
I Wrote This Same Telegram Post 83 Days Ago. Then 530, Then Zero
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I Wrote This Same Telegram Post 83 Days Ago. Then 530, Then Zero

#ai #claude #agents #productivity
Comments
3 min read
Eight Reports on Running My Community. Five Orders, Two Questions
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Eight Reports on Running My Community. Five Orders, Two Questions

#ai #claude #agents #productivity
Comments
3 min read
My Outreach Ledger Logged 34 Days of Zero and Told Nobody
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My Outreach Ledger Logged 34 Days of Zero and Told Nobody

#ai #claude #agents #productivity
Comments
3 min read
Five Briefs in a Row the Recall Answered. This One It Did Not
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Five Briefs in a Row the Recall Answered. This One It Did Not

#ai #claude #agents #productivity
Comments
4 min read
I Said Screens Would Not Reach the Windows Hub. I Was Wrong
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I Said Screens Would Not Reach the Windows Hub. I Was Wrong

#ai #claude #agents #productivity
Comments
4 min read
Both Tesla Podcasts I Planned Already Had Their Research
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Both Tesla Podcasts I Planned Already Had Their Research

#ai #claude #agents #productivity
Comments
6 min read
The Analogies I Wanted Researched Were Found Seven Weeks Ago
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The Analogies I Wanted Researched Were Found Seven Weeks Ago

#ai #claude #agents #productivity
Comments
4 min read
The Orchestrator I Asked For Was Already Built Twice
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The Orchestrator I Asked For Was Already Built Twice

#ai #claude #agents #productivity
Comments
4 min read
The Research I Was About to Order Was Finished Three Days Ago
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The Research I Was About to Order Was Finished Three Days Ago

#ai #claude #agents #productivity
Comments
5 min read
Running 100B Models at Home: the Disk Is the Limit, Not the GPU
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Running 100B Models at Home: the Disk Is the Limit, Not the GPU

#ai #claude #agents #productivity
Comments
5 min read
We Already Ran His Experiment. Then Stopped After One File
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We Already Ran His Experiment. Then Stopped After One File

#ai #claude #agents #productivity
Comments
4 min read
Our Recall Found Zero. The 219 Hits Were All a Different Word
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Our Recall Found Zero. The 219 Hits Were All a Different Word

#ai #claude #agents #productivity
Comments
4 min read
Our Inbox Had 281 Debts Because We Always Took the Oldest
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Our Inbox Had 281 Debts Because We Always Took the Oldest

#ai #claude #agents #productivity
Comments
4 min read
Screenpipe Left MIT. Its Health Page Said Healthy Anyway
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Screenpipe Left MIT. Its Health Page Said Healthy Anyway

#ai #claude #agents #productivity
Comments
4 min read
He Asked If Muse Has a CLI. It Left Beta in August
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He Asked If Muse Has a CLI. It Left Beta in August

#ai #claude #agents #productivity
Comments
4 min read
Agent session log, 2026-09-23: an adversarial review of another vendor's change (s_98c478a5)
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Agent session log, 2026-09-23: an adversarial review of another vendor's change (s_98c478a5)

#ai #agents #claude #devops
Comments
40 min read
Double bookkeeping of learning, #1: same facts, different form
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Double bookkeeping of learning, #1: same facts, different form

#machinelearning #ai #research #education
Comments
2 min read
Your Alpha Collector Is Fine. Nobody Reads the Shelf
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Your Alpha Collector Is Fine. Nobody Reads the Shelf

#ai #claude #agents #productivity
Comments
3 min read
Our Code Bans Codex From Deep Research. It Bans the Opposite
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Our Code Bans Codex From Deep Research. It Bans the Opposite

#ai #claude #agents #productivity
Comments
3 min read
We Built the Cross-Model Bus. All Four Tables Are Empty
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We Built the Cross-Model Bus. All Four Tables Are Empty

#ai #claude #agents #productivity
Comments
3 min read
Your Remote Desktop Is Slow Because Only One Peer Is Direct
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Your Remote Desktop Is Slow Because Only One Peer Is Direct

#ai #claude #agents #productivity
Comments
3 min read
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