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Teract learns your voice, reads your feeds, and tells you exactly where to show up, then writes comments and posts that sound like you, drawing from your real stories and experience.

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Sarah Kim· 2nd

VP Engineering at Stripe

8h ·

Unpopular opinion: your engineering team doesn't have a velocity problem. It has a recovery problem.

After an incident, most teams spend 2-3 days in “aftermath mode” — debugging, writing postmortems, fixing related issues. That's not a velocity problem. That's a resilience problem.

...see more

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186 comments·42 reposts
Monday, Feb 16
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Good evening, Alex

I found 6 high-potential conversations. Here's today's top pick:

Sarah Kim
VP Engineering at Stripe
Score: 92

Unpopular opinion: your engineering team doesn't have a velocity problem...

Draft a comment on this post
Intelligence gathered
Browsing history
LinkedIn feed
X feed
Reddit trending
Ask your coach anything...
Send
It starts with you

Teach it once. Sound like yourself forever.

Teract doesn't generate generic AI text. It learns who you are — then writes as you would, drawing from your real voice and lived experience.

Step 1

Your writing style

Teract analyzes your past posts and comments to learn how you structure sentences, your vocabulary, your tone. The patterns that make your writing yours.

Voice signature94% match
Tone
Warm
Pace
Measured
Structure
Narrative
Step 2

Your experience

Your career history, domain expertise, and professional context. Teract knows what you're qualified to speak about and references it naturally.

Expertise depth5 domains
SaaS
GTM
Product
AI/ML
Lead.
Step 3

Your stories

The moments only you can tell. Feed Teract with anecdotes, lessons learned, and personal experiences. It weaves them into comments authentically.

Woven into output

Lived this. We went from 3 to 40 engineers and honestly process ended up being what made us faster not slower. Nobody warns you about that.

From: “Scaling the engineering org”
Daily intelligence

Wake up knowing exactly where to show up.

Every morning, your coach scans all your feeds, finds trending conversations in your domain, and delivers a personalized action plan.

Reads all your feeds

01

LinkedIn, X, Reddit, Hacker News. Your coach scans every platform you use and finds posts where your expertise matters.

Scores every opportunity

02

Each post gets a relevance score. High-scoring posts are conversations where your voice adds the most value and gets the most exposure.

Interviews you first

03

Before writing anything, Teract asks for your angle. No generic takes. Every response carries your unique perspective.

Built this because the hard part was never writing the comment — it was finding where to show up. I was opening four apps every morning just to scroll past noise. Now the brief tells me exactly where my take actually matters.

Rade Joksimovic
Rade JoksimovicFounder
Rade Joksimovic
Monday, Feb 16
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Good evening, Alex

I found 6 high-potential conversations in your industry. Here's today's top pick:

Sarah Kim
VP Engineering at Stripe
Score: 92

Unpopular opinion: your engineering team doesn't have a velocity problem. It has a recovery problem...

2.8K likes186 comments42 reposts
Intelligence gathered
Browsing history1.2s
LinkedIn feed3.8s
X feed2.1s
Reddit trending1.4s
Trending themes
Ask your coach anything...
On demand

See a post worth replying to? One click.

Summon Teract anywhere you browse. It reads the post, the media, the thread, then writes a reply as you would, in your voice, from your experience.

Add ValueShare ExperienceAsk QuestionProvide InsightExpress SupportSuggest ResourceHighlight PointShare StoryOffer AlternativeConnect IdeasCustom

The thing that actually moved the needle for us was tracking recovery time between sprints instead of velocity. Attrition dropped 40% in two quarters. Nobody was even talking about burnout anymore because the system stopped causing it.

Insert

Understands everything

Reads images

AI vision analyzes photos, screenshots, and infographics in any post to generate contextual responses.

Watches videos

Processes video content and transcripts from posts so your comments reference what was actually said.

Follows deep links

Clicks through shared articles and URLs to understand the full context before you comment.

Reads the room

Analyzes other people's comments in the thread to ensure your reply adds something new, not a repeat.

Your coach

A strategist that knows your industry.

Ask your coach what to post about, how to position yourself, or which conversations to join. It remembers your goals and adapts over time.

Always in context

Remembers your goals

Knows what you're building and who you want to reach. Every suggestion is filtered through your context.

Suggests strategy

Recommends topics, angles, and timing based on what's trending in your domain right now.

Surfaces opportunities

A smart action bar highlights what needs your attention — trending posts, mentions, and high-scoring conversations.

Trending on LinkedIn· AI infrastructure
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Based on your experience scaling ML pipelines, I'd focus on Sarah Kim's post about eng velocity. Your 80% capacity rule directly challenges her take — and you have real numbers to back it up.
Good call. Draft something for that?
On it. Want me to lead with the data or the story about your infra eng who quit?
Create

Turn any article or video into your next post.

Drop a link, paste a URL, or start from scratch. Teract reads the source and writes a post in your voice for any platform.

Create
paulgraham.com/persistence.html
youtube.com/watch?v=k8F3...
Platform
Tie this to my experience scaling the eng team
Generate post

Works with any source

Articles & blog posts

Paste any URL and Teract reads the full content, then turns the key ideas into a post that reflects your perspective.

YouTube videos

Drop a video link and Teract extracts the transcript, identifies the core arguments, and gives you something original to say.

Multiple sources at once

Combine up to 3 links for richer takes. Cross-reference ideas from different authors into one cohesive post.

Your own ideas

Start from a thought or a rough note. Teract expands it into a polished post while keeping your original intent.

Everywhere you are

One coach. Every platform you use.

Your reputation isn't built on one platform. Teract adapts its tone, length, and style to match each community.

LinkedIn

Professional authority

X (Twitter)

Real-time conversations

Reddit

Community credibility

Threads

Casual thought leadership

Medium

Long-form engagement

BlueSky

Decentralized reach

Hacker News

Technical credibility

Product Hunt

Maker community

Authenticity

These aren't templates. They're your stories.

Every comment Teract writes draws from your real experiences, your opinions, and your voice. Not generic AI filler.

Generic AI

“Such an insightful and thought-provoking perspective on leadership. This really resonates with me — I couldn't agree more. It's worth noting that many organizations face this exact challenge. Thanks for sharing, curious to hear your thoughts on how this applies to remote teams?”

Sandwich structureAI vocabularySummarizes backFiller closer
Teract·  your voice

“Disagree on the hiring part tbh. We scaled from 4 to 40 engineers last yearSourced from your story: “Scaling the eng team” and the biggest bottleneck wasn't recruiting. It was onboarding. Nobody documented anything so new hires just sat around for weeks. Hiring more doesn't fix that.”

Reacts to one detailSpecific numbersNo hedgingFirst-draft feel

Your voice, learned

Matches your sentence patterns, vocabulary, and tone from your real posts.

Your stories, woven in

References your actual experiences and anecdotes. Never fabricates.

You approve everything

Every comment requires your click to post. No automation, no bots, ever.

Your expertise deserves an audience.

You're already great at what you do. Teract makes sure the right people know it. Consistently, authentically, across every platform.

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