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The Gemini 3.0 System You Wish You Had Seen Earlier (2026)
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The Gemini 3.0 System You Wish You Had Seen Earlier (2026)
Here's the exact 3-phase system I used to master Gemini. Most are missing 80% of it - Don't be like them.
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Let me show you the exact method for using Gemini…
➡Here is how I used Gemini to Built 5 Apps Worth Thousands (No Code): https://youtu.be/HW0qq-gPDx4
Let me show you the exact method for using Gemini…
Yes — Gemini itself (via Gemini CLI + Conductor) can analyze an existing brownfield repo and then generate those `/conductor:setup` artifacts. That’s literally what
*
*
*
*
*
*
### But: “fully auto, zero questions” isn’t the intended model (today)
For brownfield projects, Google describes Conductor as starting an interactive session to create the foundational docs, using your existing code to inform decisions as you go. You still review/confirm the generated context. ([Google Developers Blog][2])
So the practical answer is: it can auto-generate the files, but it’s not a totally hands-off “scan everything and finalize perfectly” flow—especially for product goals/guidelines which usually aren’t derivable from code alone.
---
## The closest thing to “auto-generated from analytics” (recommended)
Do this 2-step chain:
### 1) Generate a repo-aware
Inside Gemini CLI (from repo root):
Why this matters: Gemini CLI loads
### 2) Run Conductor setup
This scaffolds the Conductor folder + files listed above. ([GitHub][1])
---
## How it “analyzes the whole repo” in practice
Gemini CLI can read directories/files (including whole folders) using
Conductor also warns that larger projects can increase token usage because it reads/analyzes more context. ([GitHub][1])
---
## Where ChatGPT fits
ChatGPT (here) can’t directly scan your local repository. But it *can* help you:
* refine the generated files after you run
* draft “product” and “guidelines” if you paste your README / folder tree / key modules
---
## Mini tip for brownfield accuracy
After
* what the product is for
* “do not refactor legacy module X”
* your deployment constraints
* coding rules your team follows
Then run
If you want, paste your repo’s top-level `tree -L 2` + the generated
[1]: https://github.com/gemini-cli-extensions/conductor "GitHub - gemini-cli-extensions/conductor: Conductor is a Gemini CLI extension that allows you to specify, plan, and implement software features."
[2]: https://developers.googleblog.com/conductor-introducing-context-driven-development-for-gemini-cli/ "
Conductor: Introducing context-driven development for Gemini CLI
\- Google Developers Blog
"
[3]: https://geminicli.com/docs/cli/commands/ "CLI commands | Gemini CLI"
[4]: https://geminicli.com/docs/cli/gemini-md/ "Provide context with GEMINI.md files | Gemini CLI"
#gemini #conductor #cli #terminal #change #tiny #micro #small #tips #trik #item #ai #chatgpt #brownfield #greenfield #projek #lama #baru #analyze #generate #artifact #artifak #scan #analis #analisa
/conductor:setup scaffolds:*
conductor/product.md*
conductor/product-guidelines.md*
conductor/tech-stack.md*
conductor/workflow.md*
conductor/code_styleguides/*
conductor/tracks.md ([GitHub][1])### But: “fully auto, zero questions” isn’t the intended model (today)
For brownfield projects, Google describes Conductor as starting an interactive session to create the foundational docs, using your existing code to inform decisions as you go. You still review/confirm the generated context. ([Google Developers Blog][2])
So the practical answer is: it can auto-generate the files, but it’s not a totally hands-off “scan everything and finalize perfectly” flow—especially for product goals/guidelines which usually aren’t derivable from code alone.
---
## The closest thing to “auto-generated from analytics” (recommended)
Do this 2-step chain:
### 1) Generate a repo-aware
GEMINI.md automaticallyInside Gemini CLI (from repo root):
/init
/init analyzes the current directory and generates a tailored `GEMINI.md` (project context) automatically. ([Gemini CLI][3])Why this matters: Gemini CLI loads
GEMINI.md context files automatically (hierarchically), so Conductor’s setup will be much better with it. ([Gemini CLI][4])### 2) Run Conductor setup
/conductor:setup
This scaffolds the Conductor folder + files listed above. ([GitHub][1])
---
## How it “analyzes the whole repo” in practice
Gemini CLI can read directories/files (including whole folders) using
@path/… behavior and it applies git-aware filtering (respects .gitignore, and can be tuned via settings). ([Gemini CLI][3])Conductor also warns that larger projects can increase token usage because it reads/analyzes more context. ([GitHub][1])
---
## Where ChatGPT fits
ChatGPT (here) can’t directly scan your local repository. But it *can* help you:
* refine the generated files after you run
/init + /conductor:setup* draft “product” and “guidelines” if you paste your README / folder tree / key modules
---
## Mini tip for brownfield accuracy
After
/init, open GEMINI.md and add 10–20 lines of “truth that code can’t tell”, like:* what the product is for
* “do not refactor legacy module X”
* your deployment constraints
* coding rules your team follows
Then run
/conductor:setup.If you want, paste your repo’s top-level `tree -L 2` + the generated
GEMINI.md, and I’ll rewrite them into high-quality product.md / product-guidelines.md / tech-stack.md / workflow.md content you can drop into Conductor.[1]: https://github.com/gemini-cli-extensions/conductor "GitHub - gemini-cli-extensions/conductor: Conductor is a Gemini CLI extension that allows you to specify, plan, and implement software features."
[2]: https://developers.googleblog.com/conductor-introducing-context-driven-development-for-gemini-cli/ "
Conductor: Introducing context-driven development for Gemini CLI
\- Google Developers Blog
"
[3]: https://geminicli.com/docs/cli/commands/ "CLI commands | Gemini CLI"
[4]: https://geminicli.com/docs/cli/gemini-md/ "Provide context with GEMINI.md files | Gemini CLI"
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GitHub
GitHub - gemini-cli-extensions/conductor: A plugin for AI coding agents (Antigravity, Claude Code) enabling Spec-Driven Development…
A plugin for AI coding agents (Antigravity, Claude Code) enabling Spec-Driven Development to specify, plan, and implement software features. - gemini-cli-extensions/conductor
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To list all existing tracks and then repair/improve a specific track by ID or name in *Gemini CLI Conductor*, the workflow is basically:
## 1) List all tracks (from Conductor)
Inside Gemini CLI, run:
Conductor’s own docs say this command “displays the current progress of the tracks file and active tracks” and it reads `conductor/tracks.md`. ([GitHub][1])
So, practically:
*
*
## 2) List all tracks (from your repo files)
If you want to list tracks without the CLI view:
Conductor generates and maintains track artifacts in these locations:
*
*
*
*
## 3) Find a track by name (quick search)
Use grep/ripgrep in the repo:
This usually gives you the
## 4) Repair / Improve a track by ID
Once you have the
### Common “repair” actions
* Plan is wrong / missing steps → edit
* Spec changed → update
* Track naming cleanup → update
## 5) Re-run implementation after repairs
After you fix the track files, continue with:
Docs:
## 6) If a track is totally broken: revert
If you want to undo work at track/phase/task level:
(Conductor describes this as a git-aware revert that can revert track/phase/task.) ([GitHub][1])
---
### Practical “cheat sheet”
* See all tracks:
* Find by name:
* Repair by ID: edit
* Continue after fixing:
* Roll back if needed:
If you paste your current
[1]: https://github.com/gemini-cli-extensions/conductor "GitHub - gemini-cli-extensions/conductor: Conductor is a Gemini CLI extension that allows you to specify, plan, and implement software features."
#gemini #conductor #cli #terminal #change #tiny #micro #small #tips #trik #item #ai #chatgpt #brownfield #greenfield #projek #lama #baru #analyze #generate #artifact #artifak #scan #analis #analisa #repair #improve #revert #cancel #newtrack #new #track
## 1) List all tracks (from Conductor)
Inside Gemini CLI, run:
/conductor:status
Conductor’s own docs say this command “displays the current progress of the tracks file and active tracks” and it reads `conductor/tracks.md`. ([GitHub][1])
So, practically:
*
/conductor:status = “list tracks + progress overview”*
conductor/tracks.md = the source-of-truth index for tracks (the file being read)## 2) List all tracks (from your repo files)
If you want to list tracks without the CLI view:
# shows the track registry/index
ls -la conductor/
cat conductor/tracks.md
Conductor generates and maintains track artifacts in these locations:
*
conductor/tracks.md*
conductor/tracks/<track_id>/spec.md*
conductor/tracks/<track_id>/plan.md*
conductor/tracks/<track_id>/metadata.json ([GitHub][1])## 3) Find a track by name (quick search)
Use grep/ripgrep in the repo:
# search track name / keyword in the index
grep -n "keyword" conductor/tracks.md
# (optional) also search metadata/specs
grep -Rni "keyword" conductor/tracks/ | head
This usually gives you the
track_id (or a link/path containing it), then you can open the folder.## 4) Repair / Improve a track by ID
Once you have the
track_id, you “repair” by editing the track artifacts (because Conductor works off spec.md + plan.md):# open/edit these:
conductor/tracks/<track_id>/spec.md
conductor/tracks/<track_id>/plan.md
conductor/tracks/<track_id>/metadata.json # if you need rename/title/meta changes
### Common “repair” actions
* Plan is wrong / missing steps → edit
plan.md, add tasks/phases, fix checkbox formatting.* Spec changed → update
spec.md so the plan and implementation stay aligned.* Track naming cleanup → update
metadata.json + the title in conductor/tracks.md entry (keep the folder/ID stable unless you truly need to migrate it).## 5) Re-run implementation after repairs
After you fix the track files, continue with:
/conductor:implement
Docs:
/conductor:implement works through the plan.md, selecting the next pending task and updating statuses. ([GitHub][1])## 6) If a track is totally broken: revert
If you want to undo work at track/phase/task level:
/conductor:revert
(Conductor describes this as a git-aware revert that can revert track/phase/task.) ([GitHub][1])
---
### Practical “cheat sheet”
* See all tracks:
/conductor:status ([GitHub][1])* Find by name:
grep "name" conductor/tracks.md* Repair by ID: edit
conductor/tracks/<id>/{spec.md,plan.md,metadata.json} ([GitHub][1])* Continue after fixing:
/conductor:implement ([GitHub][1])* Roll back if needed:
/conductor:revert ([GitHub][1])If you paste your current
conductor/tracks.md format (even a small snippet with 2–3 tracks), I can tell you the safest way to rename/repair entries without breaking Conductor’s parsing.[1]: https://github.com/gemini-cli-extensions/conductor "GitHub - gemini-cli-extensions/conductor: Conductor is a Gemini CLI extension that allows you to specify, plan, and implement software features."
#gemini #conductor #cli #terminal #change #tiny #micro #small #tips #trik #item #ai #chatgpt #brownfield #greenfield #projek #lama #baru #analyze #generate #artifact #artifak #scan #analis #analisa #repair #improve #revert #cancel #newtrack #new #track
GitHub
GitHub - gemini-cli-extensions/conductor: A plugin for AI coding agents (Antigravity, Claude Code) enabling Spec-Driven Development…
A plugin for AI coding agents (Antigravity, Claude Code) enabling Spec-Driven Development to specify, plan, and implement software features. - gemini-cli-extensions/conductor
Power of IT-Bisa
To list all existing tracks and then repair/improve a specific track by ID or name in *Gemini CLI Conductor*, the workflow is basically: ## 1) List all tracks (from Conductor) Inside Gemini CLI, run: /conductor:status Conductor’s own docs say this command…
Kalau track kamu sudah ARCHIVED, Conductor biasanya tidak akan mengerjakan task di track itu lagi sampai kamu un-archive (atau bikin track baru yang meneruskan). Di Conductor, “mengubah/improve track” itu pada dasarnya mengedit file (bukan lewat 1 command aja), karena Conductor membaca status dari file seperti
Berikut cara yang paling aman.
---
## 1) Lihat daftar track yang ada (termasuk archived)
### Di Gemini CLI
Biasanya ini menampilkan ringkasan track aktif + progres (dan sering terlihat mana yang archived).
### Di terminal (repo)
---
## 2) Cara “un-archive” track (agar bisa dilanjutkan)
### A) Edit
Buka file:
Cari track kamu di bagian Archived (atau ada label
Lalu lakukan salah satu pola ini (tergantung format tracks.md kamu):
Pola 1: Dipindah ke section Active
* Cut entry track dari “Archived”
* Paste ke section “Active / In Progress”
* Ubah statusnya jadi
Pola 2: Tetap di tempat tapi status diganti
* Ubah
Simpan.
> Prinsipnya: Conductor hanya akan “melihat” track sebagai kandidat kerja kalau statusnya bukan archived.
### B) Pastikan folder track-nya masih ada
Cek:
Minimal biasanya ada:
*
*
*
Kalau foldernya hilang, pulihkan dari git:
---
## 3) Improve / repair track yang archived (apa yang biasanya diedit)
### 1) Perbaiki langkah kerja di
Contoh perbaikan umum:
* tambah “Verification & Regression” checklist
* pecah task besar jadi subtask kecil
* tambah “Allowed files” dan “Change budget”
* rapikan acceptance criteria supaya Conductor tidak ngarang
### 2) Perbaiki ruang lingkup di
Agar tidak drift:
* apa yang boleh diubah
* apa yang tidak boleh diubah
* aturan kontrak (invoice contract, TCP guideline, dsb)
### 3) Kalau hanya mau ganti nama/judul track
Biasanya cukup:
* update judul di
* update
> Jangan rename folder track ID kecuali kamu paham semua referensi yang ikut berubah.
---
## 4) Jalankan lagi Conductor setelah perubahan
Setelah kamu un-archive + perbaiki plan/spec:
### Di Gemini CLI
Pastikan track sudah kebaca sebagai aktif.
Lalu:
---
## 5) Alternatif paling aman (kalau archived itu “sudah selesai”)
Kalau track lama sudah selesai tapi kamu mau perbaikan lanjutan, lebih rapi:
1. Biarkan track lama tetap archived (jadi histori)
2. Buat track baru yang refer ke track lama:
Di
* “Follow-up from TRACK-OLD-ID”
* link ke keputusan/kontrak yang relevan
* scope kecil untuk perubahan baru
Ini biasanya lebih “bersih” daripada membongkar track archived.
---
## 6) Cara edit
Kamu bisa juga minta Gemini mengubah file-nya, tapi tetap kamu review:
Di Gemini CLI:
#unarchive #track #geminicli #gemini #cli #conductor
conductor/tracks.md + conductor/tracks/<id>/plan.md.Berikut cara yang paling aman.
---
## 1) Lihat daftar track yang ada (termasuk archived)
### Di Gemini CLI
/conductor:status
Biasanya ini menampilkan ringkasan track aktif + progres (dan sering terlihat mana yang archived).
### Di terminal (repo)
ls -la conductor
cat conductor/tracks.md
ls -la conductor/tracks
---
## 2) Cara “un-archive” track (agar bisa dilanjutkan)
### A) Edit
conductor/tracks.mdBuka file:
nano conductor/tracks.md
Cari track kamu di bagian Archived (atau ada label
[ARCHIVED]).Lalu lakukan salah satu pola ini (tergantung format tracks.md kamu):
Pola 1: Dipindah ke section Active
* Cut entry track dari “Archived”
* Paste ke section “Active / In Progress”
* Ubah statusnya jadi
TODO / IN_PROGRESS (atau checkbox jadi unchecked)Pola 2: Tetap di tempat tapi status diganti
* Ubah
ARCHIVED → ACTIVE / IN_PROGRESSSimpan.
> Prinsipnya: Conductor hanya akan “melihat” track sebagai kandidat kerja kalau statusnya bukan archived.
### B) Pastikan folder track-nya masih ada
Cek:
ls conductor/tracks/<TRACK_ID>
Minimal biasanya ada:
*
spec.md*
plan.md*
metadata.json (opsional)Kalau foldernya hilang, pulihkan dari git:
git log -- conductor/tracks/<TRACK_ID> --oneline
git checkout <commit_hash> -- conductor/tracks/<TRACK_ID>
---
## 3) Improve / repair track yang archived (apa yang biasanya diedit)
### 1) Perbaiki langkah kerja di
plan.mdnano conductor/tracks/<TRACK_ID>/plan.md
Contoh perbaikan umum:
* tambah “Verification & Regression” checklist
* pecah task besar jadi subtask kecil
* tambah “Allowed files” dan “Change budget”
* rapikan acceptance criteria supaya Conductor tidak ngarang
### 2) Perbaiki ruang lingkup di
spec.mdnano conductor/tracks/<TRACK_ID>/spec.md
Agar tidak drift:
* apa yang boleh diubah
* apa yang tidak boleh diubah
* aturan kontrak (invoice contract, TCP guideline, dsb)
### 3) Kalau hanya mau ganti nama/judul track
Biasanya cukup:
* update judul di
conductor/tracks.md* update
metadata.json (kalau ada dan dipakai)> Jangan rename folder track ID kecuali kamu paham semua referensi yang ikut berubah.
---
## 4) Jalankan lagi Conductor setelah perubahan
Setelah kamu un-archive + perbaiki plan/spec:
### Di Gemini CLI
/conductor:status
Pastikan track sudah kebaca sebagai aktif.
Lalu:
/conductor:implement
---
## 5) Alternatif paling aman (kalau archived itu “sudah selesai”)
Kalau track lama sudah selesai tapi kamu mau perbaikan lanjutan, lebih rapi:
1. Biarkan track lama tetap archived (jadi histori)
2. Buat track baru yang refer ke track lama:
/conductor:newTrack
Di
spec.md track baru, tulis:* “Follow-up from TRACK-OLD-ID”
* link ke keputusan/kontrak yang relevan
* scope kecil untuk perubahan baru
Ini biasanya lebih “bersih” daripada membongkar track archived.
---
## 6) Cara edit
tracks.md lewat Gemini CLI (tanpa manual editor)Kamu bisa juga minta Gemini mengubah file-nya, tapi tetap kamu review:
Di Gemini CLI:
@conductor/tracks.md
Tolong un-archive track <TRACK_ID> dan pindahkan ke section Active.
Jangan ubah track lain. Output patch/diff saja, jangan commit.
#unarchive #track #geminicli #gemini #cli #conductor
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Create a comprehensive CI/CD pipeline configuration for GitHub repositories that automates the entire software development lifecycle from code commit to production deployment. The pipeline should include automated testing stages with unit tests, integration tests, and end-to-end tests, code quality analysis and linting, security vulnerability scanning, containerization with Docker, versioning and semantic releases, deployment to multiple environments including development, staging, and production, rollback capabilities, notification systems for pipeline status, caching mechanisms for faster builds, parallel job execution where applicable, environment-specific configurations and secrets management, infrastructure as code provisioning if needed, and monitoring integration for deployed applications. Use GitHub Actions as the primary CI/CD platform and ensure the pipeline is modular, reusable across different project types including web applications, APIs, microservices, and mobile apps, with proper error handling, detailed logging, and follows industry best practices for security and efficiency. Include configuration files, workflow definitions, and documentation that enables teams to implement this pipeline with minimal modifications for their specific technology stacks such as Node.js, Python, Java, Go, or .NET applications.
#CI #CD #deploy #staging #develop #production #pipeline #prompt
#CI #CD #deploy #staging #develop #production #pipeline #prompt
https://youtu.be/W4EwfEU8CGA?si=JoOq_m91Gojp-QSn
#one #million #juta #request #per #detik #satu #permintaan
#one #million #juta #request #per #detik #satu #permintaan
YouTube
Let’s Handle 1 Million Requests per Second, It’s Scarier Than You Think!
Let's see what it's like to handle 1 million HTTP requests per second! In this video, we will set up a powerful infrastructure on AWS and handle more than a million requests per second. We will deal with Node.js, C++, PostgreSQL and Redis.
Understanding…
Understanding…