Every source GILD analyzed, newest first. Each says who the source is, how it knows, whether it still applies and which findings it counts toward. Open a count to see only its sources.
Source
73 sources in All practitioners, with product documentation Showing all 73 sources
Positive
Post on BlueskyBluesky post
A developer replaced his hand-built herdr setup with T3 Code and reports his workflows and orchestration became more token-efficient, with a nicer UX across mobile, tablet and desktop.
Positive
CodingPhase video (YouTube)YouTube video
CodingPhase's owner reports his business runs on T3 Remix, his fork of T3 Code, connected to the site's support system, courses and engagement tracking.
Counts toward
Mixed
Comment on Hacker NewsHacker News comment
A Hacker News commenter who uses Paseo wrote that Paseo is Apache 2.0 and T3 Code MIT, that T3 Code had no docs site, and quoted a T3 Code repository doc saying a T3 Connect account links up to 3 machines, raised by paid T3 Chat plans, while Paseo's relay has no limits.
Positive
Post on BlueskyBluesky post
A marketer who codes connected his own agent to T3 Code to answer security partners' questions, handing the work to a Claude thread that already knew the repo, so his agent didn't have to dig through it.
Counts toward
Positive
Post on BlueskyBluesky post
A user runs T3 Code inside podman or bubblewrap so it can only reach the directories he allows.
Counts toward
Positive
Comment on Hacker NewsHacker News comment
A Hacker News commenter wrote that T3 Code drops terminal interaction in favour of its own UI and has had an official mobile app for months.
Negative
Issue on pingdotgg/t3codeGitHub issue
On the 0.1.6 nightly, a user reported that expanding unmodified lines in the diff view did nothing, a regression he had seen across several nightlies.
Counts toward, pending a recheck
Positive
Post on Reddit r/codexReddit post or comment
A Codex user audits codebases with a cheaper model and has a stronger model judge and fix the findings, and uses T3 Code because it spawns threads across different harnesses.
Positive
Post on BlueskyBluesky post
A Bluesky user uses T3 Code to review PRs with both Opus and Astra in one prompt.
Mixed
kintu video (YouTube)YouTube video
In his head-to-head tests Kintu gave T3 Code two wins and Orca one, with the visual feedback and code review test drawn, and still recommends Orca to people who prefer working in terminals. In a visual-feedback test, a user wrote T3 Code's browser did not work unless the window was fully open and that it worked perfectly in Orca.
Negative
Post on Reddit r/ClaudeCodeReddit post or comment
A Claude Code user wrote, without data, that their Claude usage limits seem to run out faster through wrappers such as T3 Code.
Negative
Issue on pingdotgg/t3codeGitHub issue
A user on a corporate-managed Windows 11 Enterprise machine without admin rights reported T3 Code's in-app update failing three times in two days, leaving the old version running.
Counts toward, pending a recheck
Positive
Post on Reddit r/cursorReddit post or comment
A former Cursor user wrote Cursor's quota cuts pushed them to switch fully to Claude Code run through T3 Code and Pi.
Positive
Comment on Hacker NewsHacker News comment
An HN user who uses T3 Code as an agent orchestrator reports its nightly release is a rolling five-hour release with many users, nothing really breaks, and a handful of maintainers merge 100 to 200 PRs a day.
Positive
Post on BlueskyBluesky post
A user advises anyone who tried T3 Code more than two months earlier to retry it, saying small annoyances are usually solved.
Counts toward
Positive
Comment on Hacker NewsHacker News comment
An HN user who moved from cmux to T3 Code recommends it, citing worktree-per-thread spawning, steer/queue messages, the inbox-style thread list and the built-in browser.
Positive
Comment on Hacker NewsHacker News comment
An HN commenter who worked on Codex at OpenAI reports T3 Code is stronger on the UX side for developers than Claude and Codex, and reports they use both Codex and Claude models in it, including sub-agents between them.
Mixed
Ras Mic video (YouTube)YouTube video
Ras Mic reports Orchestrator V2 lets him move work to Claude when his Codex usage limit runs out. He warns that the features he relies on need the nightly build, where things can change or break.
Mixed
Post on Reddit r/ClaudeCodeReddit post or comment
Asked how people use Claude Code and Codex together, one user runs T3 Code against several Claude and Codex instances over Tailscale through a proxy and calls it fiddly to set up but worth it.
Negative
Issue on pingdotgg/t3codeGitHub issue
After the in-app update to 0.1.0, one user's thread list dropped 24 recent threads without an error; the reporter found the data still on disk and recovered it by re-seeding the new database.
Counts toward, pending a recheck
Negative
Issue on pingdotgg/t3codeGitHub issue
On a corporate-managed Windows 11 machine with endpoint security, T3 Code's in-app update silently failed because the installer signature check exceeded a 20-second timeout; the same nightly updated fine on a personal machine.
Counts toward, pending a recheck
Mixed
AI in C# video (YouTube)YouTube video
Rasmus Wulff Jensen, a self-described big Codex fan, switched from the Codex app to T3 Code mainly for its thread sidebar and reports he can never go back. He cannot manage Codex plugins in T3 Code, which can use them as a wrapper on top of Codex, so plugin management stays in the Codex app.
Positive
Post on Reddit r/codexReddit post or comment
A user paying for OpenCode Go, ChatGPT Plus and Claude Pro runs all three harnesses in T3 Code while deciding which subscriptions to keep.
Negative
Post on BlueskyBluesky post
Greg Schier, who is bootstrapping the Yaak API client, wrote Paseo, T3 Code and similar agent apps are all bad in different ways.
Positive
mwolson.orgBlog post
Contributor Mike Olson describes his typical v0.1.0 session: a Claude thread plans and splits the change, Codex children implement pieces in worktrees, and a Grok child through Pi reviews as an independent model.
Not counted
Not counted. A contributor to T3 Code, by his own account. Kept in the record; it takes part in no figure.
No opinion stated
Comment on Hacker NewsHacker News comment
An HN commenter wrote in October 2026 that harnesses logging in through the Agents SDK can use a Claude subscription again, so a Claude plan works in T3 Code without extra charge.
Counts toward
Mixed
Professor LoulouLon video (YouTube)YouTube video
Professor LoulouLon's V2 review concludes that teams using one lab and wanting cloud runs or official support are safer on that lab's own app, and that V2 was nightly-only. The same review notes usage telemetry is on by default and can only be turned off with an environment variable.
Mixed
Jan Marshal video (YouTube)YouTube video
Jan Marshal rotates Claude, Codex and Cursor in T3 Code, moving to the next as each usage limit runs out. He reports that while many things work well, a lot of things break constantly on the nightly build.
Positive
DaraDoesCode video (YouTube)YouTube video
Dara reports he ran $24,000 worth of tokens across Codex and Claude in 90 days because T3 Code made running both at once easy.
Positive
Post on BlueskyBluesky post
A freelance developer who used the Claude Code TUI for a year and dismissed T3 Code at launch reports a week of heavy use converted him.
Counts toward
Negative
Issue on pingdotgg/t3codeGitHub issue
On a nightly build, a user measured 156 ms average fsync on his disk and found Orchestrator V2's per-delta event writes stalled the server and dropped clients after about an hour with five concurrent runs.
Counts toward, pending a recheck
Mixed
Comment on Hacker NewsHacker News comment
An HN user runs T3 Code as a Kubernetes pod with a persistent volume on their Claude subscription and notes there is no official Docker image.
Negative
Post on Reddit r/codexReddit post or comment
A user who runs several Codex accounts through a CLI proxy with T3 Code reports features such as image generation skills break in that setup, and that their Claude accounts were banned after trying the same with Claude.
Mixed
apunlisted video (YouTube)YouTube video
A reviewer reports he tried T3 Code, gave up on it and went back to the Codex app, then returned to T3 Code because of Sidebar V2 and credits it with making him more productive over the past 30 to 60 days. Before Orchestrator V2 he could not create threads from within threads or change the model inside a thread.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Positive
Post on Reddit r/codexReddit post or comment
A user in r/codex posted T3 Code API estimates of their own usage by model: US$1.50 per million tokens for Astra, US$0.52 for Sol, US$0.30 for Terra and US$0.03 for Luna, excluding cache savings.
Counts toward
Negative
Issue on pingdotgg/t3codeGitHub issue
T3 Code's integrated browser blocked Okta FastPass sign-in for a GitHub Enterprise Cloud org that enforces Okta SSO, because it offered no way to grant local network access.
Counts toward, pending a recheck
Mixed
flaviocopes.comBlog post
Flavio Copes's deep dive reports T3 Code is not presented as an enterprise project-management system with centralized organization roles, shared queues, audit policy and managed compute for a large team. The same deep dive reports unattended operation on macOS needs a logged-in, awake machine and conflicts with FileVault, which makes Linux the cleaner always-on host.
Mixed
adamaoc video (YouTube)YouTube video
Working a real ticket on the nightly build, a self-described staff engineer saw PR creation from the app fail with an 'Invalid params' error he had seen before. He likes the app after the ticket but tells viewers not to switch from an existing tool, only to try it.
Mixed
Ray Fernando video (YouTube)YouTube video
On Ray Fernando's stream, T3 Code user Korallis reports he burned about $12,000 of API-equivalent Claude Code and GPT usage through T3 Code in a week, all within his subscriptions. He reports that T3 Code's built-in browser cannot use the macOS keychain even on the local Mac, which makes signing in to sites painful.
Negative
Issue on pingdotgg/t3codeGitHub issue
A two-week user reported periodic T3 Code crashes after a macOS update when running four or five subagents, and switched back to Claude Code in the terminal.
Mixed
nunomaduro video (YouTube)YouTube video
Nuno Maduro reports T3 Code lets him use ChatGPT and Claude models in the same UI, so he can skip going to OpenCode and the Claude Code CLI. After reviewing a session he called T3 Code solid but said he would only use it if he were not a CLI devotee, so he stays on the terminal.
Mixed
r4lph video (YouTube)YouTube video
r4lph reports that once a thread starts, T3 Code only lets him switch among the same provider's models, unlike Hermes. He runs agents on an isolated remote machine through T3 Code so they only hold the credentials he gave them.
Positive
Post on BlueskyBluesky post
A user testing T3 Code reports it organizes his Claude Code and Codex work better and gives combined token usage and cost insights.
Positive
Comment on Hacker NewsHacker News comment
An HN user running the nightly desktop build reports the T3 Code mobile app beats the official Claude Code mobile app and allows switching between their Claude and Codex subscriptions.
Positive
This Dot Media episode (YouTube)Podcast episode
Jeff Escalante of Clerk, whose daily driver is the Codex desktop app, calls T3 Code his most promising bet because it runs Claude on one thread and GPT on another and could be forked.
Negative
Issue on pingdotgg/t3codeGitHub issue
A user running three Claude Max accounts in T3 Code on macOS reported five incidents in 12 days where the stored Claude OAuth credentials were emptied after T3 or Claude CLI updates, forcing a full re-login each time.
Counts toward, pending a recheck
Negative
Comment on Hacker NewsHacker News comment
Asked why to use OpenChamber over T3 Code, an HN user answered that OpenChamber has fewer bugs.
Negative
Parasocial Fix video (YouTube)YouTube video
A developer who forked T3 Code for his own agent orchestration reports he then found Paseo, which he calls the future.
Positive
Tonbi's AI Garage video (YouTube)YouTube video
Tonbi ran Codex, Grok and Claude Opus side by side on one project in T3 Code on Windows.
Negative
Issue on pingdotgg/t3codeGitHub issue
Release 0.0.32 put one user's T3 Code server into a crash-restart loop every 15 to 20 seconds; rolling back to 0.0.31 fixed it.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Positive
Comment on Hacker NewsHacker News comment
A self-described founder runs T3 Code on a persistent dev box costing under $150 a month and prompts it from laptop or phone over Tailscale, and reports the setup needed a lot of custom tooling.
Counts toward
Mixed
robbiepalmer.meBlog post
Robbie Palmer's accepted architecture decision record (2026-08-02) makes T3 Code the orchestrator for Claude Code, two Codex subscriptions, Grok Build and OpenCode on an always-on Mac mini driven from a phone, and rejects per-harness UIs, writing his own and hosted cloud agents. The same ADR lists the costs: T3 Code is young while the providers it wraps change quickly, remote sessions depend on one host staying up, and agent auth, pairing and network binding must all be kept working together.
Positive
Matt Feroz video (YouTube)YouTube video
Matt Feroz runs T3 Code on a Hostinger VPS and on his phone, linked through T3 Connect.
Not counted
Not counted. Says he is involved with the T3 Code project. Kept in the record; it takes part in no figure.
Positive
Comment on Hacker NewsHacker News comment
An HN commenter reports T3 Code was mostly coded by LLMs while having a solid architectural foundation and extensive features.
Counts toward
Mixed
bmateas.comBlog post
A freelance analyst and developer on Ubuntu kept T3 Code as his main interface after moving his subscription from Claude to ChatGPT, preferring it to the Codex app, which he found laggy on input. The same reviewer's remaining everyday gap was a clear view of how much subscription usage is left.
Mixed
AICodeKing video (YouTube)YouTube video
By July 2026 the same reviewer recommended T3 Code's new inbox-style sidebar, noting it was a nightly-only beta with rough edges.
Positive
Comment on Hacker NewsHacker News comment
When the Codex desktop app was folded into ChatGPT, an HN user wrote they would go back to T3 Code unless there was an opt-out.
Mixed
Post on BlueskyBluesky post
In May 2026, a user wrote t3.codes seemed the best one for now but still had a ton of UX problems.
Counts toward, pending a recheck
Negative
Issue on pingdotgg/t3codeGitHub issue
On version 0.0.20 for Windows, a user reported Claude sessions forgetting all prior context after about an hour idle while the chat history still showed in the app.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Mixed
Cmd+AI video (YouTube)YouTube video
A host of the Cmd+AI show moved from the Codex app to T3 Code because it runs Claude or Codex on subscriptions he already pays for. In April 2026 the Cmd+AI host called T3 Code the least advanced of Cursor 3.0, Codex and the other tools he compared while praising its product design.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Negative
szaradowski.comBlog post
Testing with Claude Code on CachyOS, a senior software engineer reported that the T3 Code desktop client crashed on KDE Plasma 6 and killed sessions often enough to notice. The same engineer called the missing live view of agent output the biggest gap, because the terminal shows the stream while T3 Code mostly shows the finished result.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
No opinion stated
Issue on pingdotgg/t3codeGitHub issue
A user asked for AWS Bedrock as a provider because compliance rules at work restrict him to Bedrock.
Counts toward
Negative
Issue on pingdotgg/t3codeGitHub issue
In March 2026 a user measured the same read-only repository investigation (GPT 5.4, High, Fast on) at 4m35s in Codex and over 15 minutes in T3 Code, and saw the gap on other prompts too.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Negative
Post on Reddit r/codexReddit post or comment
Testing the alpha in March 2026, a macOS user found T3 Code buggier and less feature-rich than the Codex app and preferred Conductor.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Negative
Post on BlueskyBluesky post
On launch day in March 2026 a Linux user found T3 Code unusable because chats broke after a couple of messages.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Negative
AICodeKing video (YouTube)YouTube video
In March 2026 AICodeKing judged the alpha too buggy and Codex-only for him to use daily.
Counts toward nothing current
Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.
Positive
Better Stack video (YouTube)YouTube video
Better Stack's launch-week reviewer had to restart the Codex app when it lagged with several agents, and saw no lag after a few hours of multi-agent use in T3 Code.
Counts toward, pending a recheck
Pages from T3 Tools, used to check facts for every group.
States that T3 Code is free and open source, uses the agent harnesses on the user's machine and does not work without one, drives Claude through Anthropic's Agent SDK, and does not support local models.
Documents four permission modes, Supervised, Auto-accept edits, Auto and Full access, with Full access as the initial default for new threads.
Documents threads in git worktrees and sending one prompt to several models, each in its own thread and worktree.
Documents reaching T3 Code from a phone or another machine through T3 Connect, LAN pairing or Tailscale, and delegating a task to a linked machine.
States that product usage data, tied to a hashed account or installation identifier, is on by default, excludes prompts, responses and file contents, and turns off with T3CODE_TELEMETRY_ENABLED=false.
Documents token use, cache savings and estimated API-equivalent cost per harness, and says the estimates are not the subscription bill.
Source index
Every source GILD read, with the original address and the context used to count it. Open a finding to filter the full cards above. On smaller screens the index lists each source once by name, cohort and date; its full record above carries the address, context and findings.
| Source | Original URL | Author and context | Who | Published | Review date | Applies | Findings |
|---|---|---|---|---|---|---|---|
| Post on BlueskyID prac-32 | Developer Communities | bsky.app/ | Gergő Bocsárdi, Bluesky userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Nov 1, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| CodingPhase video (YouTube)ID prac-78 | Videos & Podcasts | www.youtube.com/ | Joe (CodingPhase), growth manager and business owner (video) (self-described)self-described: Growth manager and business owner (video) | Very small team | Published Oct 31, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on Hacker NewsID theo-56 | Developer Communities | news.ycombinator.com/ | HN user CharlieDigital, Hacker News commenter (self-described)self-described: Hacker News commenter | Individual practitioner | Published Oct 31, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-38 | Developer Communities | bsky.app/ | Maciej Szamowski, Senior marketer who codes; building the hora calendar app (Bluesky profile) (self-described)self-described: Senior marketer who codes; building the hora calendar app (Bluesky profile) | Individual practitioner | Published Oct 30, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-39 | Developer Communities | bsky.app/ | JP (ciantic.bsky.social), Bluesky userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 30, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on Hacker NewsID theo-55 | Developer Communities | news.ycombinator.com/ | HN user 9cb14c1ec0, Hacker News commenter (self-described)self-described: Hacker News commenter | Individual practitioner | Published Oct 30, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-21 | Developer Communities | github.com/ | xixixao, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 29, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Post on Reddit r/codexID prac-30 | Developer Communities | www.reddit.com/ | NoFaithlessness951, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 29, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-33 | Developer Communities | bsky.app/ | Marco Ieni, Infrastructure Engineer at the Rust Foundation (Bluesky profile) (self-described)self-described: Infrastructure Engineer at the Rust Foundation (Bluesky profile) | Professional team | Published Oct 29, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| kintu video (YouTube)ID prac-66 | Videos & Podcasts | www.youtube.com/ | Kintu, video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 29, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on Reddit r/ClaudeCodeID prac-25 | Developer Communities | www.reddit.com/ | blueingreennn, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 28, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-19 | Developer Communities | github.com/ | MarvelTiyjudy, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 26, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Post on Reddit r/cursorID prac-24 | Developer Communities | www.reddit.com/ | AdAutomatic1446, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 26, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on Hacker NewsID prac-4 | Developer Communities | news.ycombinator.com/ | holbrad, Hacker News commenterself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 25, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-36 | Developer Communities | bsky.app/ | David (noz.am), Bluesky userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 23, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on Hacker NewsID prac-1 | Developer Communities | news.ycombinator.com/ | viraptor, Hacker News commenterself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 21, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on Hacker NewsID prac-2 | Developer Communities | news.ycombinator.com/ | joshka, former OpenAI engineer who worked on the Codex TUI (self-described)self-described: Former OpenAI engineer who worked on the Codex TUI | Individual practitioner | Published Oct 21, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Ras Mic video (YouTube)ID prac-58 | Videos & Podcasts | www.youtube.com/ | Ras Mic, video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 21, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on Reddit r/ClaudeCodeID prac-29 | Developer Communities | www.reddit.com/ | Responsible-Bar7165, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 19, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-13 | Developer Communities | github.com/ | smirea, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 16, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Issue on pingdotgg/t3codeID prac-18 | Developer Communities | github.com/ | causercode, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 16, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| AI in C# video (YouTube)ID prac-60 | Videos & Podcasts | www.youtube.com/ | Rasmus Wulff Jensen, self-described big Codex fan (video) (self-described)self-described: Self-described big Codex fan (video) | Individual practitioner | Published Oct 16, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on Reddit r/codexID prac-28 | Developer Communities | www.reddit.com/ | AvgMetaAbuser, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 15, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-40 | Developer Communities | bsky.app/ | Greg Schier, Bootstrapping @yaak.app (Bluesky profile) (self-described)self-described: Bootstrapping @yaak.app (Bluesky profile) | Very small team | Published Oct 15, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| mwolson.orgID prac-50 | Engineering Blogs & Reviews | mwolson.org/ | Mike Olson, Staff Engineer (site); self-described T3 Code contributor (self-described)self-described: Staff Engineer (site); self-described T3 Code contributor | Individual practitioner | Published Oct 15, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | Not counted. Not counted. A contributor to T3 Code, by his own account. |
| Comment on Hacker NewsID prac-9 | Developer Communities | news.ycombinator.com/ | hnhn34, Hacker News commenterself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 15, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Professor LoulouLon video (YouTube)ID prac-84 | Videos & Podcasts | www.youtube.com/ | Professor LoulouLon (channel), video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 14, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Jan Marshal video (YouTube)ID prac-62 | Videos & Podcasts | www.youtube.com/ | Jan Marshal, self-described user of multiple models at once (video) (self-described)self-described: Self-described user of multiple models at once (video) | Individual practitioner | Published Oct 11, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| DaraDoesCode video (YouTube)ID prac-82 | Videos & Podcasts | www.youtube.com/ | Dara (DaraDoesCode), has an open PR to T3 Code (video) (self-described)self-described: Has an open PR to T3 Code (video) | Individual practitioner | Published Oct 11, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-31 | Developer Communities | bsky.app/ | Matt Styles, Freelance software developer (Bluesky profile) (self-described)self-described: Freelance software developer (Bluesky profile) | Individual practitioner | Published Oct 10, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-16 | Developer Communities | github.com/ | deepontology, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 4, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Comment on Hacker NewsID prac-6 | Developer Communities | news.ycombinator.com/ | fratellobigio, Hacker News commenterself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 3, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on Reddit r/codexID prac-26 | Developer Communities | www.reddit.com/ | Miyamoto_-_Musashi, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Oct 1, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| apunlisted video (YouTube)ID prac-68 | Videos & Podcasts | www.youtube.com/ | apunlisted, states he has contributed to T3 Code (video) (self-described)self-described: States he has contributed to T3 Code (video) | Individual practitioner | Published Oct 1, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| Post on Reddit r/codexID prac-23 | Developer Communities | www.reddit.com/ | RealestReyn, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Sep 10, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-20 | Developer Communities | github.com/ | andybergon, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Sep 4, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| flaviocopes.comID prac-47 | Engineering Blogs & Reviews | flaviocopes.com/ | Flavio Copes, maintains several websites and products (article text) (self-described)self-described: Maintains several websites and products (article text) | Individual practitioner | Published Aug 28, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| adamaoc video (YouTube)ID prac-64 | Videos & Podcasts | www.youtube.com/ | Adam (adamaoc), staff engineer (video) (self-described)self-described: Staff engineer (video) | Individual practitioner | Published Aug 28, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Ray Fernando video (YouTube)ID prac-76 | Videos & Podcasts | www.youtube.com/ | Korallis, runs a Linux server for work projects (stream) (self-described)self-described: Runs a Linux server for work projects (stream) | Individual practitioner | Published Aug 28, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-14 | Developer Communities | github.com/ | roc-ops, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Aug 25, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| nunomaduro video (YouTube)ID prac-54 | Videos & Podcasts | www.youtube.com/ | Nuno Maduro, self-described CLI user (video) (self-described)self-described: Self-described CLI user (video) | Individual practitioner | Published Aug 24, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| r4lph video (YouTube)ID prac-80 | Videos & Podcasts | www.youtube.com/ | r4lph, submitted a companion PR to T3 Code (video) (self-described)self-described: Submitted a companion PR to T3 Code (video) | Individual practitioner | Published Aug 21, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-37 | Developer Communities | bsky.app/ | George (georgesl.bsky.social), writes 'My AI Journey Blog' ai.georgeliu.com (Bluesky profile) (self-described)self-described: Writes 'My AI Journey Blog' ai.georgeliu.com (Bluesky profile) | Individual practitioner | Published Aug 18, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on Hacker NewsID prac-3 | Developer Communities | news.ycombinator.com/ | rob, Hacker News commenterself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Aug 14, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| This Dot Media episode (YouTube)ID prac-70 | Videos & Podcasts | www.youtube.com/ | Jeff Escalante, fluid engineering role at Clerkself-described: Fluid engineering role at Clerk | Professional team | Published Aug 13, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-12 | Developer Communities | github.com/ | Khannor-PS, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Aug 10, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Comment on Hacker NewsID prac-7 | Developer Communities | news.ycombinator.com/ | polski-g, Hacker News commenterself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Aug 10, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Parasocial Fix video (YouTube)ID prac-72 | Videos & Podcasts | www.youtube.com/ | Parasocial Fix (unnamed host), video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Aug 10, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Tonbi's AI Garage video (YouTube)ID prac-86 | Videos & Podcasts | www.youtube.com/ | Tonbi, video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Aug 10, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-15 | Developer Communities | github.com/ | peterjarian, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Aug 7, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| Comment on Hacker NewsID prac-5 | Developer Communities | news.ycombinator.com/ | sebmellen, Founder @ www.cerebrum.com (HN profile) (self-described)self-described: Founder @ www.cerebrum.com (HN profile) | Technical leadership | Published Aug 4, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| robbiepalmer.meID prac-41 | Engineering Blogs & Reviews | www.robbiepalmer.me/ | Robbie Palmer, ML expert, full-stack builder, team lead (site meta description) (self-described)self-described: ML expert, full-stack builder, team lead (site meta description) | Individual practitioner | Published Aug 2, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Matt Feroz video (YouTube)ID prac-88 | Videos & Podcasts | www.youtube.com/ | Matt Feroz, states he is involved with the project and works for a company with a model gateway (video) (self-described)self-described: States he is involved with the project and works for a company with a model gateway (video) | Individual practitioner | Published Aug 2, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | Not counted. Not counted. Says he is involved with the T3 Code project. |
| Comment on Hacker NewsID prac-10 | Developer Communities | news.ycombinator.com/ | epolanski, Freelancer/contractor (HN profile); building Jira/Discord/Teams/GitHub integrations for T3 Code (HN item 49243006) (self-described)self-described: Freelancer/contractor (HN profile); building Jira/Discord/Teams/GitHub integrations for T3 Code (HN item 49243006) | Individual practitioner | Published Aug 1, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| bmateas.comID prac-43 | Engineering Blogs & Reviews | bmateas.com/ | Branislav Mateáš, Digital analyst and developer (site bio) (self-described)self-described: Digital analyst and developer (site bio) | Individual practitioner | Published Jul 28, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| AICodeKing video (YouTube)ID prac-57 | Videos & Podcasts | www.youtube.com/ | AICodeKing, video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Jul 27, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Comment on Hacker NewsID prac-8 | Developer Communities | news.ycombinator.com/ | kristianc, Hacker News commenterself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Jul 9, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Post on BlueskyID prac-34 | Developer Communities | bsky.app/ | Michael Chernigin, rust dev (Bluesky profile) (self-described)self-described: Rust dev (Bluesky profile) | Individual practitioner | Published May 11, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| Issue on pingdotgg/t3codeID prac-22 | Developer Communities | github.com/ | jnortheastfilms, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Apr 21, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| Cmd+AI video (YouTube)ID prac-73 | Videos & Podcasts | www.youtube.com/ | Cmd+AI host (unnamed), video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Apr 7, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| szaradowski.comID prac-45 | Engineering Blogs & Reviews | szaradowski.com/ | Dominik Szaradowski, Senior Software Engineer (site byline) (self-described)self-described: Senior Software Engineer (site byline) | Individual practitioner | Published Mar 26, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| Issue on pingdotgg/t3codeID prac-17 | Developer Communities | github.com/ | mwaltzer, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Mar 10, 2026 | Assessment reviewed Nov 1, 2026 | Still applicable | |
| Issue on pingdotgg/t3codeID prac-11 | Developer Communities | github.com/ | MatejSkarka, GitHub issue author on pingdotgg/t3codeself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Mar 9, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| Post on Reddit r/codexID prac-27 | Developer Communities | www.reddit.com/ | michalito20, Reddit userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Mar 9, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| Post on BlueskyID prac-35 | Developer Communities | bsky.app/ | Evacoold, Bluesky userself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Mar 7, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| AICodeKing video (YouTube)ID prac-56 | Videos & Podcasts | www.youtube.com/ | AICodeKing, video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Mar 7, 2026 | Assessment reviewed Nov 1, 2026 | Out of date | Out of date, counts toward nothing current |
| Better Stack video (YouTube)ID prac-75 | Videos & Podcasts | www.youtube.com/ | Better Stack presenter (unnamed), video creatorself-described: Developer describing their own use of T3 Code | Individual practitioner | Published Mar 7, 2026 | Assessment reviewed Nov 1, 2026 | Needs a recheck | |
| T3 Code docs: FAQID pd-01 | T3 Code Documentation | github.com/ | T3 ToolsOfficial | Not counted (documentation) | No date stated | Documentation checked Nov 1, 2026 | Current | Verification only |
| T3 Code docs: Permission modesID pd-02 | T3 Code Documentation | github.com/ | T3 ToolsOfficial | Not counted (documentation) | No date stated | Documentation checked Nov 1, 2026 | Current | Verification only |
| T3 Code docs: Thread sidebarID pd-03 | T3 Code Documentation | github.com/ | T3 ToolsOfficial | Not counted (documentation) | No date stated | Documentation checked Nov 1, 2026 | Current | Verification only |
| T3 Code docs: Remote accessID pd-04 | T3 Code Documentation | github.com/ | T3 ToolsOfficial | Not counted (documentation) | No date stated | Documentation checked Nov 1, 2026 | Current | Verification only |
| T3 Code docs: TelemetryID pd-05 | T3 Code Documentation | github.com/ | T3 ToolsOfficial | Not counted (documentation) | No date stated | Documentation checked Nov 1, 2026 | Current | Verification only |
| T3 Code docs: UsageID pd-06 | T3 Code Documentation | github.com/ | T3 ToolsOfficial | Not counted (documentation) | No date stated | Documentation checked Nov 1, 2026 | Current | Verification only |
