Vol. 01 · Field notesUpdated weekly · Free · No signup/Last refresh · June 2026

The Operator Playbook.

A living resource for anyone trying to stay 10× ahead in the AI era — a 60-minute daily routine, the X list nobody shares, the 14 underrated hacks the top 5% of operators actually run, the funding trackers, the communities, and the weekly schedule that makes it compound. Bookmark this page. We refresh it every Sunday.

Right now · IST
21:37 IST
Tuesday · 2 Jun 2026
You should be in
Off the clock
Family, gym, paper book.
Today’s theme
Build day
Ship: One full workflow shipped.
01

The 60-minute routine

Most “stay updated with AI” routines fail because they’re 100% input and 0% output. This one inverts that: 40% input, 60% leverage. Run it 6 mornings a week before client work.

06:3006:42
12 min
i.

Signal scan

Skim TLDR AI, Ben’s Bites, The Rundown, and the HN front page “AI/Claude/n8n/agent” stories. Star anything ship-worthy in a Notion DB.

Raw input for threads, slides, podcast questions.
06:4206:50
8 min
ii.

Tool sniffing

Open Product Hunt today, There’s An AI For That · Just Launched, and the n8n Templates. Bookmark one tool to try this week.

Tomorrow’s demo. Next week’s lead.
06:5007:00
10 min
iii.

Funding & client radar

Scan Crunchbase News AI, Inc42 startups, YourStory funding, and Dealroom’s recent AI list. Add 2 newly-funded companies (≤ 30 days) to a Cold Outreach sheet.

Reach out inside 30 days — response rates drop ~40% after.
07:0007:12
12 min
iv.

Community sweep

In order: r/n8n, r/AIAutomation, r/AI_Agents, r/ClaudeAI, r/ChatGPT (Top/Day), r/SideProject, and the For Hire/Hiring tab inside the AAA Hub Skool.

Hiring posts → gigs. Pain points → workshop topics.
07:1207:25
13 min
v.

X timeline pass

Open a private List of ~25 handles (full roster in §05). Reply substantively to 5 — no “great post!” — and quote-tweet 1 with your own take. Bookmark 2 ideas.

Distribution is the moat. Public replies are free top-of-funnel.
07:2507:30
5 min
vi.

Capture + ship

Drop the 3 best ideas of the morning into a daily-ideas.md file in Claude Code, and let a “ship-something” skill draft one 280-char tweet or one LinkedIn opener. Schedule it.

One public artifact per day compounds. The only block you cannot skip.
60 minutes × 6 days/week = 312 hours/yearof compounding input/+ a public artifact every single day.
02

Underrated hacks successful AI operators do daily

Fourteen moves that show up repeatedly in IH, Skool, and operator threads — and that 90% of “AI influencers” skip. These are the ones with the highest ROI per minute of effort.

01

Mine the “For Hire / Hiring” tab in Skool every morning

Comment + DM the poster within an hour. Inbound from Skool hiring posts beats cold email by an order of magnitude.

“Doing the first two tasks above is 5% of the work. The other 95% is in the constant checking of the For Hire/Hiring tab to look for new opportunities.”— Liam Ottley, 6-Month AAA Roadmap
Daily · 15 min
02

Scrape Reddit weekly for pain points

Build a small n8n workflow that pulls top “I’m struggling with X” posts from r/n8n, r/SaaS, r/ClaudeAI weekly, tags them by theme, and surfaces them as candidate workshop topics or X threads.

Weekly · scout agent · runs Sunday
03

Read job postings as a market-research instrument

Search “n8n”, “Claude Code”, “AI automation”, “AI workflows” on LinkedIn, Wellfound, Cutshort, Hasjob. Job descriptions are literally other people’s service briefs — mirror the phrasing on your landing page.

Daily · 10 min
04

Crunchbase + Tracxn alerts for “Series A AI India”

Newly-funded companies have budget + urgency. Outreach within 30 days — response rates drop ~40% after that.

Daily alert · 5 min
05

Build a “Show HN” cold-outreach pipeline

Every “Show HN: I built X with Claude/n8n/MCP” is a founder who already knows the value of automation. DM with a relevant skill file or n8n template you built — conversion is dramatically higher than cold-email-to-VP.

Daily · 8 min
06

Quote-tweet > original-tweet, early on

The fastest way to grow as a small India-based account in 2025/26 is replying meaningfully to bigger accounts (Karpathy, Ottley, czlonkowski). Teract playbook shows builders growing to 2,400 followers in 4 months → $8K MRR primarily via ~10 substantive replies a day.

Daily · ~10 replies
07

Run a “Build with me” Loom for every workflow

Liam’s rule: every time you build something, post in Skool breaking down what you’ve done and shoot a Loom video to show others. This is content + lead-gen in the same artifact.

Per build · 1 Loom
08

Steal — with attribution

From the same roadmap: “If you run out of ideas to build and post about, start stealing others. Go onto LinkedIn, YouTube or even Skool and get inspiration.” Rebuild someone’s workflow in your stack and credit them — they often retweet.

Ad-hoc
09

Track competitor podcasts

Subscribe to every Indian AI podcast — Matrix Moments, The Neon Show, AIM’s podcast, ProductHQ Pune meetups — and note who’s not being interviewed. Those are your guests.

Weekly · 30 min
10

Productize the question that gets asked twice

When a workshop attendee or DM asks the same question twice in a week, that’s a paid template or mini-product. Sell it as a $49 PDF or a $199 Claude Skill bundle before building the v2.

Continuous · log every dup
11

Vibe-check, don’t vibe-code in production

Per CodeRabbit’s Dec 2025 analysis, AI co-authored code contained 1.7× more major issues and 2.74× more security vulnerabilities. Your differentiator vs. a “vibe coder” is shipping with review/validation.

Productized · ongoing
12

The 4-level diagnostic conversation

Use the MindStudio framework — L1 prompts → L2 n8n/Zapier → L3 Claude Code/Codex → L4 agentic systems — as your opening discovery question with every prospect. You’ll close faster because most clients are at L2 trying to do L3 work.

Every discovery call
13

The sponsor inbox flywheel

Build a public spreadsheet of every tool you’ve covered, pin it to your X bio, and DM the tool’s marketing lead the day after you post — most sponsor deals start as a thank-you reply to a free, fair review.

Weekly DM · post-publish
14

Send 20 personalized messages per day. Every day.

The single most-skipped activity by would-be operators.

“Listen to the Hormozi $100m Leads podcast. Follow his instructions on how to build your list of warm leads. Set a target of sending 20 personalized messages to new people per day + send follow-ups & replies.”— Ottley’s roadmap
Daily · 20 DMs · non-negotiable
03

Daily reading sources

Newsletters worth opening. Hacker News, the right way. Subreddits where real practitionershang out — not hype merchants.

i.Newsletters

01TLDR AILowest noise5-min technical AI/ML/DS digest. The lowest-noise daily option.3 min · Dailytldr.tech/ai
02The Rundown AILargest AI newsletter (~2M subs). Sanity check that you haven’t missed a major launch.3 min · Dailytherundown.ai
03Ben’s BitesLead genFounder-centric. Heavy on product launches & funded AI startups — perfect for content-agency lead lists.3 min · Dailybensbites.com
04The NeuronTools + business application angle. Good workshop framing.2 min · Dailytheneurondaily.com
05AI Tool ReportTool reviews + “earn with AI” framing. Useful for sponsored-content angles.2 min · Dailyaitoolreport.com
06Techpresso3-min daily tech digest. Lighter than TLDR.2 min · Dailytechpresso.co
07Latent Spaceswyx’s deep technical pieces on agents, codegen, infra. Bookmark every Friday digest.5 min · Weeklylatent.space
08Import AIJack Clark (Anthropic co-founder). Frontier research + policy. Read on weekends.10 min · Weeklyjack-clark.net
09The BatchAndrew Ng’s weekly. Best for explaining trends in plain English — workshop material.5 min · Weeklydeeplearning.ai/the-batch
10Augmented Coding WeeklyUnderratedFocused purely on AI dev tools and how they’re changing software. Direct match for the YT niche.5 min · Weeklyaugmentedcoding.com
11Simon Willison’s WeblogIndependent AI researcher, co-creator of Django. Best honest hands-on LLM commentary on the web.RSS · Ad-hocsimonwillison.net
12Ahead of AISebastian Raschka. Research paper digests for when you want signal over hype.Weeklymagazine.sebastianraschka.com
13One Useful ThingWorkshop goldEthan Mollick. The single best source for “how AI actually changes work.”Weeklyoneusefulthing.org
14AI Adopters ClubUnderratedReal case studies of AI adoption — not abstract takes.Weeklyvia Substack

ii.Hacker News — three saved searches

Don’t doomscroll HN. Use these.

Saved · 01
Daily
# AI agents / codegen — past week
query: “claude code”
range: pastWeek
sort:  byPopularity

→ open in hn.algolia.com
Saved · 02
Weekly
# MCP / n8n — past week
query: “MCP server”
range: pastWeek
sort:  byPopularity

→ open in hn.algolia.com
Saved · 03
Daily
# Show HN — DM authors before they’re popular
feed:   news.ycombinator.com/show
filter: “AI”

# one of the highest-conversion
# cold-outreach surfaces on the internet

→ news.ycombinator.com/show

iii.Subreddits — real practitioners, not hype

iv.Indie Hackers — two feeds, real numbers

Feed
Daily
indiehackers.com/tags/artificial-intelligence
# daily revenue stories from AI builders
Feed
Daily
indiehackers.com/products
# sort by recent MRR posts

Real numbers seen this year on IH — calibration anchors so your goals stay specifically grounded.

$3K/mo
In 4 weeks \u00b7 saturated space

An AI orchestration platform hit $3K MRR in 4 weeks from cold outbound. Cold outreach in a saturated space, done right, still works.

$8K/mo
Replaced w/ 5 self-built agents

Tijo’s RapidClaw replaced $8K/month of AI tools with 5 self-built agents. The exact positioning pitch for an AI consulting page.

13agents
Replaced a morning routine

A builder replaced his morning routine with 13 scheduled AI agents — content / Twitter scanner / lead-gen — that ship files to a phone daily. A near-perfect template for a paid workshop.

04

The X / Twitter roster

Create three Lists in X — Coding-Agents, Automation-Agency, Indian-Builders. Mute everyone else from the main feed. These are the ~30 handles that actually move the needle.

karpathy

Coined "vibe coding" Feb 2 2025; still the highest-signal account for where coding agents are going.

x.com →
simonw

Simon Willison — daily hands-on LLM experimentation. Often breaks tooling stories first.

x.com →
swyx

Latent Space; deep takes on AI engineering and dev tools.

x.com →
AndrewYNg

Pragmatic agentic-AI takes; launched Vibe Coding 101 with Replit.

x.com →
steipete

Peter Steinberger — creator of OpenClaw, joined OpenAI Feb 2026. Most authentic agentic-engineering feed.

x.com →
addyosmani

Tracks practical AI coding patterns — Ralph loops, Agent Skills. See his 2026 trends piece.

x.com →
GeoffreyHuntley

Popularized the Ralph Wiggum loop pattern. Agent-autonomy advocate.

x.com →
AnthropicAI · OpenAIDevs

Official channels for Claude Code / Codex releases.

x.com →
CodeRabbitAI

Posts AI-code-quality data. Useful counter-narrative for consulting differentiation.

x.com →

Underrated tactic for India-based accounts

When Inc42 publishes its monthly “5 AI Startups to Watch” or “30 Startups to Watch”, screenshot the list and add each founder’s X handle to your Indian-Builders list the same day. That’s your podcast booking list for the next 6 months.

05

YouTube — the n8n / agent ecosystem

The n8n + AI-agent YouTube ecosystem is the most concentrated place to learn paid-client patterns. Subscribe to all, watch only the 2–3 most-relevant videos per week at 1.75×.

01Nate Herk | AI AutomationMost consistent n8n tutorial creator. Great “build this workflow today” format.2 / week@nateherk
02Liam Ottley~730K subsCreator of the AAA model. Pricing & client-acquisition videos are mandatory.1 / week@LiamOttley
03Nick SaraevOutbound + automation-agency tactics. Real revenue breakdowns.1 / week@NicholasSaraev
04Cole MedinAgentic architectures, RAG, Claude Code, MCP — deeper technical builds.2 / week@ColeMedin
05Jono CatliffNiche n8n agency case studies. Great workshop case material.Ad-hoc@jonocatliff
06AI Foundations · Drake SurachSystems thinking on AI products.Ad-hoc@AI-Foundations
07Bart SlodyczkaConsultant-grade n8n tutorials.Ad-hoc@BartSlodyczka
08AI Workshop · Zubair TrabzadaPractical client-deliverable workflows.Ad-hocYouTube search
09Simon ScrapesScraping + automation crossover. Valuable for content-agency data work.Ad-hoc@simonscrapes
10n8n (official)Bell onNew feature launches. Subscribe + notification bell.All@n8n-io
11Greg IsenbergStartup Ideas Pod — best framework source for content & community businesses.1 / week@GregIsenberg
12Brendan’s AI LaunchpadBeginner-friendly Claude Code + n8n.Ad-hocguide example
13Chase · Master Claude CodeHeavy Claude Code automation focus.Ad-hocskool.com
14Matthew BermanDaily frontier-model & agent benchmarks. Fast-news source.2 / week@matthew_berman
15AI Jason · All About AI · Yeyu LabHands-on agent builds. Sponsor benchmarks.Ad-hocYouTube search
06

Tools to try this week

The non-negotiable weekly habit. Every Sunday: install/configure one new tool, ship a 60-sec demo on X/YT, and write one Claude Skill or n8n template around it. Single highest-ROI activity for sponsored content and inbound consulting leads.

i.The 5-tool weekly rotation

01

A new Claude Code skill

Install one skill from awesome-claude-skills and document it as a one-tweet thread.

02

A new MCP server

Especially anything new on Smithery. Wire it into Claude Desktop end-to-end.

03

A new n8n node or template

Clone, modify, ship as a case study. e.g. czlonkowski/n8n-mcp.

04

A new AI coding agent

Cursor, Windsurf, Cline, Antigravity, Aider, OpenCode, Codex CLI, Gemini CLI — rotate weekly.

05

An automation-adjacent tool

Replit Agent, Lovable, v0, Bolt.new, Devin, Magic Patterns. One demo, one tweet.

07

Communities where practitioners hang out

Free is fine. The intel is the For Hire tabs, the #showcasechannels, and the founder-only RFPs — not the coursework.

Skool

Paid + free
  • AI Automation Agency Hub
    Liam Ottley. Largest AAA community \u2014 For Hire tab is gold.
    skool.com →
  • AI Automation Society
    Tier lists, n8n showcases, peer reviews.
    skool.com →
  • Brendan’s AI Launchpad
    Beginner Claude Code + n8n.
    skool.com →
  • Chase AI \u00b7 Master Claude Code
    Claude Code automations community.
    skool.com →

Discord

Free \u00b7 high signal
  • n8n Discord
    #showcase channel is for posting your AI-built workflows.
    n8n.io →
  • Anthropic Builder
    Invite via anthropic.com.
    invite →
  • OpenAI Dev Community
    Invite via @OpenAIDevs on X.
    @OpenAIDevs →
  • Cursor
    Invite via cursor.com.
    cursor.com →
  • LangChain \u00b7 MCP
    langchain.com + modelcontextprotocol.io.
    mcp →

Indie Hackers + forums

Daily lurk
  • Indie Hackers — main feed
    Daily revenue stories.
    IH →
  • IH — AI tag
    Direct match for what you’re building.
    IH/ai →
  • “Ask HN: Who’s hiring (freelancers)”
    Monthly thread. Direct consulting leads.
    whoishiring →

India-specific

Pune \u2194 India
08

The weekly operator schedule

The empirically supported split for a solo operator with 5–6 income streams.

Building35%
2.5–3 hr/day deep work. Client deliverables, agency work, your own automations.
Creating content25%
~2 hr/day. YT long-form, X threads, podcast edits, workshop slides.
Learning · input15%
60 min/day. The routine in §01 — but only if it produces an artifact.
Outreach · sales · community15%
1–1.5 hr/day. 20 personalized DMs · 2 discovery calls.
Admin · planning · rest10%
30–60 min/day. Invoicing, planning. Sustainability is a feature.

i.The daily template \u00b7 IST

06:30 — 07:30
Input + capture
The 60-min routine in §01.
07:30 — 09:00
Create · Block 1
Record/edit one YouTube short or one podcast intro. Before email.
09:00 — 09:30
Admin · inbox
Triage only. No replies that take >2 min.
09:30 — 12:30
Build · Block 2
Deep work. Client deliverables: n8n workflow, Claude skill, MCP server.
12:30 — 14:00
Lunch + walk + light reading
Latent Space / Import AI. Protect the break.
14:00 — 16:00
Build · Block 3
Continued client work.
16:00 — 17:30
Outreach
20 personalized DMs per Ottley’s rule. Book 2 discovery calls/day.
17:30 — 19:00
Create · Block 4
Long-form: workshop module, podcast edit, X thread, YT long-form.
19:00 →
Off · family · gym · read a book
Protect this. Solo operators burn out fast.

ii.Weekly cadence — the system

Mon

Outreach Monday

30 new outbound DMs + LinkedIn comments on hiring posts.

Ship

A populated cold-outreach sheet.

Tue

Build day

Major client workflow shipped.

Ship

One full n8n / Claude Code workflow.

Wed

Podcast day

Record 1 episode with an Indian AI founder (from Inc42 list).

Ship

One recording in the can.

Thu

Build day

Second major workflow / agency deliverable.

Ship

Workflow + Loom breakdown.

Fri

Content day

YouTube long-form recorded.

Ship

One YT long-form raw cut.

Sat

Workshop · paid build

One paid workshop OR one productized skill/template.

Ship

A template or workshop session.

Sun

Learn + plan

Install one new tool. Write next week’s content outline. Run Reddit scout. Review numbers.

Ship

Next week’s roadmap + a tool demo.

09

Calibration anchors \u00b7 2025–2026

Real numbers seen in the last 18 months. Use them as specific, grounded reference points when setting your own targets.

€55M
n8n Series B · €250M valuation

n8n pivoted to AI in 2022; revenue grew 5× in the year leading up to its March 2025 Series B. ~75% of customers now using AI features.

$7M
Liam Ottley · 2024 revenue

$18M+ cumulative from the AAA model and Morningside AI (self-reported on his Skool/YouTube).

$3K/mo
In 4 weeks · cold outbound

An AI orchestration platform hit $3K MRR in 4 weeks from cold outbound in a saturated space.

$8K/mo
Replaced w/ 5 self-built agents

Tijo’s RapidClaw replaced $8K/month of AI tools with 5 self-built agents.

$500M
India AI · 2025 raised · 63 deals

$253M in Q1 2026 alone — +73% YoY. 63% of Indian AI startups pivoted core model in the past year.

13agents
Replaced a morning routine

An indie hacker shipped 13 scheduled agents — content / Twitter scanner / lead-gen — that ship files to a phone daily.

1.7\u00d7
More major issues · AI-coauthored

CodeRabbit analyzed 470 GitHub PRs (Dec 2025): AI-coauthored code had ~1.7× more major issues and 2.74× more security vulnerabilities.

10K+
Devs using n8n-mcp

czlonkowski’s n8n-mcp project: tens of thousands of developers using it; the de facto bridge between Claude Code and n8n.

2,400
Followers in 4 mo → $8K MRR

Teract / OpenTweet playbook — primarily via ~10 substantive replies/day to indie hackers.

One final principle

Consistency of public artifacts
compounds harder than any model upgrade.

Run the routine · protect the deep blocks · ship one artifact every day for 90 days