01 / AI-Native Workbenches
AI-Native Workbenches route cluster
0 longform / 0 forum / 11 repos
Topic route / AI-Native Workbenches
Directory / longform / forum / open source
Brad Zhang: archive, notes, and projects.
This is a working table of contents for public writing and shipped work. Move directly into the archive, the forum, the proof library, or the collaboration routes.
Start here
Lead longform entry
Latest longform entry
Archive route / longform archive
Archive / latest
Archive route
Recent note
Lead forum dispatch
Current forum note
Board route / field-notes board
Forum / current
Forum board
Flagship repo
Lead proof dossier
fireworks-tech-graph
Dossier page / fireworks-tech-graph
7.9k stars / Python
Lead dossier
Longform archive
Open the indexed longform layer
Lead essay / archive
0 longform entries in the running archive.
Archive route
Filtered X forum
Enter the live field-notes board
Lead note / forum board
0 surviving notes across 0 time lanes.
Board route
Open-source hall
Browse dossiers, shelves, and proof routes
Lead dossier / fireworks-tech-graph
22 repositories and 8.8K total stars led by fireworks-tech-graph.
Proof library
Work with me
Continue into founder collaboration paths
Lead fit / founding engineer routes
3 public working paths for founding engineer, sprint, and proof-led build work.
Fit route
Cross-board switchboard
Fit pathsArchive lead
Lead longform entry
Lead essay / archive
Archive route
Forum lanes
Topic lanes and surviving time slices
Board route / topic lanes
Board route
Repo quick index
Row index before dossiers and atlas cards
Proof route / quick repository index
Proof route
Proof atlas
Repository-topic-cluster-collaboration index
Atlas route / proof continuity
Atlas route
Archive topic lanes
0 longform topic lanes across the archive
Archive route / topic continuation lanes
Archive route
Topic proof lanes
6 topic-repo proof lanes in the library
Proof route / topic-repo lanes
Proof route
Flagship case
Founder-readable proof narrative
Case page / fireworks-tech-graph
Case route
Collaboration fit
Founding engineer, sprint, contract build
Fit route / founder collaboration
Fit route
Topic jump index
Topic map02 / Tooling
Tooling route cluster
0 longform / 0 forum / 9 repos
Topic route / Tooling
03 / Technical Distribution
Technical Distribution route cluster
0 longform / 0 forum / 9 repos
Topic route / Technical Distribution
04 / Memory
Memory route cluster
0 longform / 0 forum / 5 repos
Topic route / Memory
05 / Harness Engineering
Harness Engineering route cluster
0 longform / 0 forum / 5 repos
Topic route / Harness Engineering
06 / Agents
Agents route cluster
0 longform / 0 forum / 3 repos
Topic route / Agents
Longform route
0 total / 0 selected
Lead essay / archive
Enter through the lead essay, then continue into the running archive below.
Archive route
Forum route
0 posts / 0 lanes
Lead note / forum board
Use the board for live field notes, time slices, release cadence, and 0 active topic lanes.
Forum board
Open-source route
22 repos / 5 featured
Lead dossier / fireworks-tech-graph
Move from repository dossiers into proof shelves and case-study depth.
Dossier page
Collaboration route
3 public paths
Lead fit / founding engineer routes
Convert archive, forum, and repo signal into concrete working formats.
Fit route
System continuity matrix
Open thesis mapSurface ledger
Commercial routesArchive span
0 longform posts
Lead essay / archive
0 indexed entries below the lead essay.
Archive route
Forum span
0 month lanes
Lead note / forum board
0 surviving posts kept visible on the board.
Forum board
Repo span
22 repositories
Lead dossier / fireworks-tech-graph
8.8K stars across the public proof set, led by fireworks-tech-graph.
Lead dossier
Fit span
3 working paths
Lead fit / founding engineer routes
Founding engineer, sprint, and proof-led working paths continue directly from the publication.
Fit route
Recent continuity matrix
Jump downEditorial routes
Proof libraryFlagship repo
fireworks-tech-graph
Dossier page / fireworks-tech-graph
7.9k stars / open source
Lead dossier
Case study
fireworks-tech-graph
Case page / fireworks-tech-graph
Proof surface / business case
Case route
Topic map
AI thesis and clusters
Cluster route / AI Thesis
4 lead clusters / thesis
Cluster route
Collaboration
Founding engineer, design partner, contract build
Fit route / founder collaboration
3 routes / work with me
Fit route
Longform
0Archive directory and lead essay
Lead essay / archive
0 selected here / next node: lead essay / running archive below
Archive route
Forum
0Board directory and live field notes
Lead note / forum board
0 month lanes / next node: latest note / 0 dispatch entries indexed here
Forum board
Open source
22Repository dossiers and proof shelves
Lead dossier / fireworks-tech-graph
5 featured here / next node: fireworks-tech-graph / 8.8K stars across the public set
Lead dossier
Collaboration
3Founder collaboration and working paths
Lead fit / founder collaboration
Founding engineer, sprint, and public-proof working paths / natural continuation of the publication
Lead fit
Current issue
A reading order through the public proof system.
03 / Inspect the shipped artifact
fireworks-tech-graph
7.9k stars / open source
Dossier page / fireworks-tech-graph
Lead dossier
04 / Place it in the topic map
Harness engineering for agentic AI products
What has to surround the model before an AI workflow becomes a product?
Cluster route / AI Thesis
Cluster route
05 / Convert signal into a working conversation
Founding engineer, design partner, contract build
The commercial path should feel like a continuation of the publication, not a jump cut.
Fit route / founder collaboration
Fit route
Issue directory
Full archiveLead repo
Current proof dossier
fireworks-tech-graph
Dossier page / fireworks-tech-graph
7.9k stars / repository dossier
Dossier page
Lead cluster
Current thesis-side route
Harness engineering for agentic AI products
Cluster route / AI Thesis
Topic entry / proof map
Cluster route
Lead case
Current founder-readable proof
fireworks-tech-graph
Case page / fireworks-tech-graph
Founder-readable proof narrative
Case route
Lead fit
Current working path
Founding engineer routes
Fit route / founder collaboration
3 commercial paths
Fit route
Issue ledger
Thesis mapLongform
Archive scale and lead essay
0 total / 0 selected
Lead essay / archive
Archive route
Forum
Board scale and lead note
0 posts / 0 lanes
Lead note / forum board
Forum board
Open source
Repository scale and lead dossier
22 repos / 8.8K stars
Lead dossier / fireworks-tech-graph
Lead dossier
Collaboration
Public working paths
3 public working paths
Lead fit / founding engineer paths
Lead fit
Directory 01 / Longform
Longform archive
Essays, articles, and long X posts. This is the best place to understand the underlying arguments.
Latest argument
Lead essay and direct archive entry
Lead essay / archive
Lead essay / archive
Archive route
Archive rhythm
Monthly issue index and running directory
0 total longform posts / 0 in the running directory
Archive directory / monthly issue index
Archive directory
Topic continuation
Thesis clusters behind the archive
4 lead clusters route archive reading back into recurring claims
Topic route / thesis clusters
Topic route
Lead essay
Enter through the strongest current longform entry
Start the archive through the current lead essay, then branch into the wider longform directory.
Lead essay / archive
Lead essay
Archive directory
Open the monthly issue index and continue-reading rail
0 total longform posts / move directly into the issue directory, continue-reading rail, and archive routing surfaces.
Archive directory / monthly issue index
Archive directory
Core entry
Latest longform entry
Archive / latest
Lead essay / archive
Archive route
Topic entry
AI thesis map
Move from one essay into recurring topics and claims.
Topic route / thesis clusters
Topic route
Proof entry
Flagship case study
See how argument turns into a public technical asset.
Case page / flagship proof narrative
Case route
Continue path
Founder-fit routes
Turn reading into a concrete collaboration path.
Fit route / founder collaboration
Fit route
Cluster 01
Context policy, constraints, evals, memory, approval boundaries, cleanup loops, and product UX.
Lead proof / AI Thesis
Cluster route
Cluster 02
Continuation states, checkpoints, inspectable logs, subtask delegation, and recovery surfaces.
Lead proof / AI Thesis
Cluster route
Cluster 03
Technical diagrams, case studies, launch docs, examples, and reusable explanation systems.
Lead proof / fireworks-tech-graph case study
Cluster route
Cluster 04
Skill packaging, workflow reuse, local automation, discovery, update mechanics, and team handoff.
Lead proof / AI Thesis
Cluster route
Selected entries / 0 of 0
Browse allDirectory 02 / Forum
Filtered X forum
Shorter posts that still carry information. Low-signal replies, pure acknowledgements, and lightweight chatter are filtered out.
Current lane
Current time-slice entry
Forum board
0 surviving posts / full board view
Lead note / forum board
Forum board
Time depth
Board directory and surviving time depth
0 visible month lanes
Reverse-chronological feed with auto-load and surviving year-month directories.
Board directory / time lanes
Board directory
Proof continuation
Repository proof continuation from the board
Dossiers, launches, and shipped work
Use the board to step into repositories, README interpretation, and inspectable public proof.
Proof route / repository dossiers
Proof route
Board directory
Enter through surviving time lanes
0 visible month lanes / start from the indexed board directory instead of a generic forum landing.
Board directory / surviving year-month lanes
Time route
Hot board
Start from the highest-signal dispatches
Use the hot-board layer when the goal is to find the strongest notes first, then branch into archive, thesis, or shipped proof.
Hot board / high-signal dispatch entry layer
Dispatch route
Core entry
Latest high-signal note
Forum / latest
Lead note / forum board
Forum board
Topic entry
Topic boards and cluster map
Use the board to jump into recurring themes and positions.
Topic route / thesis clusters
Topic route
Longform bridge
Archive continuation
Move from short note into the slower and longer argument layer.
Archive route / longform arguments
Archive route
Proof bridge
Open-source proof
Trace live notes back to repositories and dossiers.
Proof route / repository dossiers
Proof route
Cluster 01
Context policy, constraints, evals, memory, approval boundaries, cleanup loops, and product UX.
Lead proof / AI Thesis
Cluster route
Cluster 02
Continuation states, checkpoints, inspectable logs, subtask delegation, and recovery surfaces.
Lead proof / AI Thesis
Cluster route
Cluster 03
Technical diagrams, case studies, launch docs, examples, and reusable explanation systems.
Lead proof / fireworks-tech-graph case study
Cluster route
Cluster 04
Skill packaging, workflow reuse, local automation, discovery, update mechanics, and team handoff.
Lead proof / AI Thesis
Cluster route
Dispatch index / 0 of 0
Open boardTopic boards
View thesisCluster 01
Thesis-side route
Harness engineering for agentic AI products
Context policy, constraints, evals, memory, approval boundaries, cleanup loops, and product UX.
Start at AI Thesis, then continue through the thesis-side proof path.
Lead proof / AI Thesis
Cluster route / AI Thesis
Cluster route
Cluster 02
Thesis-side route
Long-running agents and resumable work
Continuation states, checkpoints, inspectable logs, subtask delegation, and recovery surfaces.
Start at AI Thesis, then continue through the thesis-side proof path.
Lead proof / AI Thesis
Cluster route / AI Thesis
Cluster route
Cluster 03
Thesis-side route
Developer communication for AI infrastructure
Technical diagrams, case studies, launch docs, examples, and reusable explanation systems.
Start at fireworks-tech-graph case study, then continue through the thesis-side proof path.
Lead proof / fireworks-tech-graph case study
Cluster route / fireworks-tech-graph case study
Cluster route
Cluster 04
Thesis-side route
AI-native workbenches and composable skills
Skill packaging, workflow reuse, local automation, discovery, update mechanics, and team handoff.
Start at AI Thesis, then continue through the thesis-side proof path.
Lead proof / AI Thesis
Cluster route / AI Thesis
Cluster route
Directory 03 / Open source
Open-source hall
Public repositories, README rendering, and founder-readable project dossiers.
Lead dossier
Flagship repository dossier
fireworks-tech-graph
fireworks-tech-graph / 7.9k stars / flagship proof surface
Lead dossier / fireworks-tech-graph
Lead dossier
Repository shelf
Repository shelf and proof-library scale
22 public repositories
22 public repositories / 8.8K total stars / founder-readable dossiers
Repository routes / proof library
Repository routes
Quick routes
Row index before heavy dossier cards
Repository quick routes
Scan repo-to-topic-to-proof routes in one compact row index.
Quick route / repository-topic-proof-fit
Quick route
Case continuation
Founder-readable flagship case
fireworks-tech-graph proof narrative
The clearest path from a repository into a business-facing proof narrative.
Case route / flagship proof narrative
Case route
Proof continuity handoff
Open continuity matrixCore entry
fireworks-tech-graph
7.9k stars / lead dossier
Lead dossier / fireworks-tech-graph
Lead dossier
Case entry
fireworks-tech-graph case
See the clearest proof asset in a founder-readable frame.
Case page / flagship proof narrative
Case route
Topic entry
Thesis and cluster map
Route repositories into market claims, topics, and capability lanes.
Topic route / thesis clusters
Topic route
Continue path
Collaboration formats
Translate shipped work into a next conversation with a team.
Fit route / founder collaboration
Fit route
Flagship case
Founder-readable flagship proof
Follow the clearest repo-to-business proof narrative.
Case page / fireworks-tech-graph
Case route
AI thesis
Cluster and operator-lane continuation
Route repositories back into topics, claims, and operator lanes.
Topic route / thesis clusters
Cluster route
Founder fit
Public proof into working conversation
Convert shipped public proof into a concrete collaboration path.
Fit route / founder collaboration
Fit route
Featured repositories / 5 of 22
View all01 / Python
7.9k starsLead dossier
fireworks-tech-graph
A project that treats architecture diagrams not as cosmetic add-ons, but as durable explanatory surfaces for AI...
This repo is market proof that the builder can turn vague technical structure into public art...
Lead dossier entry
Dossier page / fireworks-tech-graph
Proof continuation
Founder-readable flagship case study
Case page / flagship proof
Founder fit
Founder collaboration fit
Fit route / founder collaboration
Dossier route
02 / Python
94 starsLead dossier
fireworks-skill-memory
A memory system for coding agents that values persistence, reuse, and editorial recall over mere accumulation.
This is one of the clearest proofs on the site that AI memory should be structured, selective...
Lead dossier entry
Dossier page / fireworks-skill-memory
Proof continuation
Wider thesis and proof graph
Thesis route / proof graph
Founder fit
Founder collaboration fit
Fit route / founder collaboration
Dossier route
03 / Python
8 starsLead dossier
fireworks-sessions-saver
A checkpointing layer for coding sessions, built to survive interruption, context loss, and handoff without pret...
Interruption is not an edge case in real AI work. A team that can resume cleanly has a direct...
Lead dossier entry
Dossier page / fireworks-sessions-saver
Proof continuation
Harness engineering for agentic AI products thesis-side continuation
Cluster route / thesis map
Founder fit
Founder collaboration fit
Fit route / founder collaboration
Dossier route
04 / TypeScript
2 starsLead dossier
paper-pal
A paper-reading tool that frames comprehension as an active workflow of margin notes, synthesis, and return visits.
Serious AI work depends on reading systems, not just browsing papers. This project treats com...
Lead dossier entry
Dossier page / paper-pal
Proof continuation
Wider thesis and proof graph
Thesis route / proof graph
Founder fit
Founder collaboration fit
Fit route / founder collaboration
Dossier route
05 / Python
390 starsLead dossier
media-downloader
🎬 智能媒体下载器 - 根据用户描述自动搜索和下载图片、视频片段 | Smart Media Downloader - Auto search and download images/videos based on des...
Creative and technical distribution systems both break when asset collection stays manual and...
Lead dossier entry
Dossier page / media-downloader
Proof continuation
Technical distribution for AI builders thesis-side continuation
Cluster route / thesis map
Founder fit
Founder collaboration fit
Fit route / founder collaboration
Dossier route
Python / 7.9k stars
fireworks-tech-graph
A project that treats architecture diagrams not as cosmetic add-ons, but as durable explanatory surfaces for AI systems work.
This repo is market proof that the builder can turn vague technical structure into public artifacts developers want to share.
Dossier
Site-native README reading and proof ledger
Open the repository page, README interpretation, and proof ledger.
Dossier page / fireworks-tech-graph
Dossier page
Case
Founder-readable flagship case study
Continue into the strongest founder-readable proof narrative.
Case page / flagship proof
Case route
Fit
Founder collaboration fit
Translate the repo signal into a working conversation.
Fit route / founder collaboration
Fit route
Python / 94 stars
fireworks-skill-memory
A memory system for coding agents that values persistence, reuse, and editorial recall over mere accumulation.
This is one of the clearest proofs on the site that AI memory should be structured, selective, and recoverable rather than merely larger.
Dossier
Site-native README reading and proof ledger
Open the repository page, README interpretation, and proof ledger.
Dossier page / fireworks-skill-memory
Dossier page
Thesis
Wider thesis and proof graph
Return to the thesis map and wider proof graph.
Thesis route / proof graph
Thesis route
Fit
Founder collaboration fit
Translate the repo signal into a working conversation.
Fit route / founder collaboration
Fit route
Python / 8 stars
fireworks-sessions-saver
A checkpointing layer for coding sessions, built to survive interruption, context loss, and handoff without pretending memory never breaks.
Interruption is not an edge case in real AI work. A team that can resume cleanly has a direct execution advantage.
Dossier
Site-native README reading and proof ledger
Open the repository page, README interpretation, and proof ledger.
Dossier page / fireworks-sessions-saver
Dossier page
Cluster
Harness engineering for agentic AI products thesis-side continuation
Place the repository back into Harness engineering for agentic AI products.
Cluster route / thesis map
Cluster route
Fit
Founder collaboration fit
Translate the repo signal into a working conversation.
Fit route / founder collaboration
Fit route
TypeScript / 2 stars
paper-pal
A paper-reading tool that frames comprehension as an active workflow of margin notes, synthesis, and return visits.
Serious AI work depends on reading systems, not just browsing papers. This project treats comprehension as production work.
Dossier
Site-native README reading and proof ledger
Open the repository page, README interpretation, and proof ledger.
Dossier page / paper-pal
Dossier page
Thesis
Wider thesis and proof graph
Return to the thesis map and wider proof graph.
Thesis route / proof graph
Thesis route
Fit
Founder collaboration fit
Translate the repo signal into a working conversation.
Fit route / founder collaboration
Fit route
Python / 390 stars
media-downloader
🎬 智能媒体下载器 - 根据用户描述自动搜索和下载图片、视频片段 | Smart Media Downloader - Auto search and download images/videos based on description
Creative and technical distribution systems both break when asset collection stays manual and scattered.
Dossier
Site-native README reading and proof ledger
Open the repository page, README interpretation, and proof ledger.
Dossier page / media-downloader
Dossier page
Cluster
Technical distribution for AI builders thesis-side continuation
Place the repository back into Technical distribution for AI builders.
Cluster route / thesis map
Cluster route
Fit
Founder collaboration fit
Translate the repo signal into a working conversation.
Fit route / founder collaboration
Fit route
Python / 165 stars
skills-updater
Manage, update, and discover Claude Code skills. 管理、更新和发现 Claude Code 技能。
Reusable AI workflows decay unless updates and discovery stay easy. Maintenance tooling is what keeps reuse real.
Dossier
Site-native README reading and proof ledger
Open the repository page, README interpretation, and proof ledger.
Dossier page / skills-updater
Dossier page
Thesis
Wider thesis and proof graph
Return to the thesis map and wider proof graph.
Thesis route / proof graph
Thesis route
Fit
Founder collaboration fit
Translate the repo signal into a working conversation.
Fit route / founder collaboration
Fit route
Related paths
Project atlasCase continuation
Flagship proof continuation
fireworks-tech-graph case study
Go deeper on the strongest public proof asset.
Case page / flagship proof
Case route
Topic continuation
Cluster and market continuation
Thesis and market map
Move from repositories into themes, markets, and capability claims.
Topic route / thesis clusters
Topic route
Fit continuation
Commercial working continuation
Founder collaboration fit
See where these assets translate into founder and team fit.
Fit route / founder collaboration
Fit route
Next step
Collaboration, fit, and ways of working.
Archive handoff
Lead longform entry
0 entries / argument layer
Lead essay / archive
Archive route
Forum handoff
Lead forum dispatch
0 time lanes / 0 surviving notes
Board directory / topic lanes
Board route
Proof handoff
fireworks-tech-graph
22 repos / 8.8K total stars
Lead dossier / fireworks-tech-graph
Proof route
Fit handoff
Founder collaboration routes
3 collaboration lanes
Lead fit / collaboration routes
Fit route
Route directory
Open collaboration pageFounding engineer route
Founding engineer fit
Start from fit, operating cadence, and the strongest public proof chain.
Fit route / founding engineer paths
Fit route
Sprint route
Design partner sprint
Use the structured offer when the need is one fragile workflow and one handoff artifact.
Offer route / AI devtool sprint
Offer route
Proof route
fireworks-tech-graph case study
Enter through the clearest founder-readable proof asset before discussing scope.
Case page / flagship proof narrative
Case route
Repo route
fireworks-tech-graph
7.9k stars / shipped work / dossier depth
Dossier page / fireworks-tech-graph
Dossier page
Longform proof
Longform argument layer
0 longform entries / durable judgment + workflow reads + market framing
Lead essay / archive
Archive route
Forum cadence
Forum release board
0 time lanes / 0 surviving notes / live release cadence
Lead note / forum board
Board route
Shipped work
fireworks-tech-graph
22 repos / 8.8K total stars / README + dossier inspectability
Lead dossier / fireworks-tech-graph
Proof route
Commercial fit
Founder collaboration routes
3 collaboration routes / founding engineer + sprint + proof-led build
Lead fit / collaboration routes
Fit route
High-trust lane 01
Founding engineer fit
Early AI teams that need product-minded engineering around agent workflows or developer tools.
Open-source traction, shipped product surfaces, X field notes, and a founder-readable site.
A concrete trial module with a repo, demo, docs, or workflow to inspect.
Archive proof
Judgment and workflow layer
Longform argument layer
Start with the longform layer to see the product and workflow judgment in full.
Archive layer / longform arguments
Archive route
Repo proof
Shipped proof surface
fireworks-tech-graph
Inspect shipped work, README interpretation, and dossier depth.
Dossier page / fireworks-tech-graph
Proof route
High-trust lane 02
Design partner sprint
Teams with one fragile AI workflow that should become reliable, inspectable, and reusable.
The AI Devtool Sprint offer, proof clusters, and case-study style artifacts.
A two-week paid sprint around one artifact and one handoff.
Offer route
Scoped delivery format
AI devtool sprint offer
See the sprint framing for one fragile workflow and one handoff artifact.
Offer route / AI devtool sprint
Offer route
Cluster route
Failure-mode framing
Thesis and failure-mode map
Use the thesis map to anchor the sprint in recurring AI workflow failure modes.
Topic map / founder questions
Cluster route
High-trust lane 03
Developer-facing proof work
AI infra, devtool, and internal-copilot teams whose product is strong but hard to explain.
fireworks-tech-graph, project dossiers, technical diagrams, and launch narrative systems.
Package the capability into docs, diagrams, examples, and a public proof surface.
Case route
Founder-readable proof layer
fireworks-tech-graph case study
Enter through the strongest public proof asset and its founder-readable packaging.
Case page / flagship proof narrative
Case route
Launch route
Live release layer
Forum release board
Use the forum to inspect how the public narrative and release cadence actually land.
Board route / field notes
Board route