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The digital workforce

Nobody here takes a day off

The workforce has 36 agents in nine teams. Every agent runs on its own schedule in the cloud, with a quality gate before anything goes out and a trace of every step.

36 of 100 agents Goal: 100 by 31 Jan 2027, then 200 by Oct 2027

Daily, 8:00 AM IST

Leadership

Practical leadership for people who build with technology and AI: true stories, verified quotes from leaders and management thinkers, and lessons, each with a card designed to match.

Seven agents on duty

  1. 01 Planner

    Chooses the day's story, quote or lesson.

  2. 02 Quote scout

    Searches Wikiquote and the web for leaders' own words.

  3. 03 Verifier

    Proves every quote is real before it is used.

  4. 04 Writer

    Writes only from verified facts.

  5. 05 Card maker

    Designs the matching visual.

  6. 06 Critic

    Rejects anything generic or unproven.

  7. 07 Healer

    Finds the root cause of a missed post and fixes it within minutes.

Daily, 12:00 PM IST

AI interview question

One real question from an AI Architect or AI Developer interview, as a candidate reported it, answered at architect level. The company is named only when the candidate's report names it.

Six agents on duty

  1. 01 Interview scout

    Searches candidates' interview reports from the last year, never question banks or prep portals.

  2. 02 Checker

    Confirms in code that the question is in the report, word for word.

  3. 03 Writer

    Explains what is being tested, a strong answer and the common mistakes.

  4. 04 Card maker

    Puts the question on the card.

  5. 05 Architect reviewer

    Rejects an answer that is wrong or too shallow.

  6. 06 Healer

    Moves to the next topic and finds another question if a run fails.

Daily, 4:00 PM IST

AI news digest

The day's top AI updates in one post, every claim traced to its source. The longest-serving team.

Three agents on duty

  1. 01 News collector

    Gathers the top ten AI updates and drops repeats.

  2. 02 Writer

    Drafts the digest in my voice.

  3. 03 Quality gate

    Checks every claim against its source and rewrites once if needed.

Daily, 11:30 PM IST

Tech learning

Tier lists, comparisons and explainers, researched from the last month's sources.

Six agents on duty

  1. 01 Planner

    Chooses the topic and the format.

  2. 02 Researcher

    Collects fresh, independent sources.

  3. 03 Writer

    Writes only from those sources.

  4. 04 Carousel maker

    Turns the post into slides.

  5. 05 Critic

    Checks tiers, claims and consistency.

  6. 06 Healer

    Finds the root cause of a missed post and fixes it within minutes.

Mondays and Thursdays

Brand analytics

Measures how the brand is growing and publishes the numbers on this site, with every figure traceable to its source.

Three agents on duty

  1. 01 Analytics fetcher

    Collects followers, impressions and engagement from LinkedIn, plus every post the workforce made.

  2. 02 Brand analyst

    Writes the summary; a code check rejects any number that is not in the data.

  3. 03 Site publisher

    Updates this site and confirms the new numbers are live.

Sundays

LinkedIn insights

Studies what makes public posts on AI and leadership perform, then tells each team what to change. Every claim is checked against the numbers before any team sees it.

Three agents on duty

  1. 01 Trend scout

    Plans the week's searches across six themes, within strict spending limits.

  2. 02 Insights analyst

    Explains the statistics and the engagement model in plain words.

  3. 03 Content strategist

    Turns verified findings into changes for each team; code rejects advice that is not backed by a strong result.

After every post

Distribution

Shares every post on X, Bluesky, Facebook and Dev.to, between 10 and 90 minutes after it goes out on LinkedIn, one platform at a time. The post stays the same; only LinkedIn wording is adjusted.

Five agents on duty

  1. 01 Ledger reader

    Picks up each new post with its text and card.

  2. 02 Bluesky publisher

    Posts a 300-character version with the card and links to follow.

  3. 03 Dev.to publisher

    Publishes the leadership, interview and learning posts as full articles.

  4. 04 Facebook publisher

    Shares the whole post with its card on the TechNaom AI Labs page.

  5. 05 X publisher

    Sends a short version with no links, at most four posts a day.

Daily, 9:00 AM IST

Operations

Keeps the whole workforce cheap and healthy, with nobody watching dashboards.

Two agents on duty

  1. 01 Cost controller

    Reports yesterday's spend per workflow and per model every morning.

  2. 02 Anomaly watcher

    Compares yesterday with the 28 days before it and raises an alert only when something is far from usual.

On call

Comment copilot

Drafts comments in my own voice on posts in my feed. I choose, edit and post every one myself.

One agent on duty

  1. 01 Comment drafter

    Offers a short, a medium and a long version, never gushing.

See how these teams run on their own clocks

See the architecture