just finished training a custom built AI agent on 100s of linkedin posts that generated $2.8M+ in B2B revenue for our clients
and i decided to turn it into a FREE app that audits your post like a $10k/mo account strategist would
here's everything that it does:
→ tears apart your hook and tells you exactly why it's losing attention in the first 2 lines (weak hooks kill 90% of posts before anyone hits "see more")
→ audits the structure, CTA, awareness stage targeting, and emotional triggers against frameworks validated across 50+ active client accounts
→ tells you what's working and what's silently killing your reach (based on principles extracted from our internal guides and SOPs)
→ generates 3 stronger hook variations based on what actually performs for your niche and audience
→ rewrites the entire post in a more optimized version you can copy and post immediately
→ gives it an overall rating (pushing you to improve every single time)
reminder, this is trained on the same content frameworks behind:
→ $48k MRR added in 120 days
→ 672 booked calls in a single month
→ 12,000 comments on one lead magnet
like + comment "AUDIT" and i'll send you the link
(must be following + RT for priority access)
I've been testing Claude Opus 4.8 + Dynamic Workflows to cast 100 agents from a single prompt inside 1 conversation...
And it has been absolutely cooking.
So I've decided to document the ENTIRE workflow...
Covering the architecture, activation, prompt structure, and judge layer, to take a full content batch from 0 to ranked output in 6 minutes as a B2B operator or content team.
Here's what's included inside the guide:
→ Architecture breakdown: sub-agents vs agent teams vs dynamic workflows, which one to use and when, and why the distinction matters before you write a single prompt
→ Phase 1, activation: 3 methods to trigger 100 agents (trigger word that turns rainbow in terminal, /effort Ultra Code where Claude decides autonomously, /workflow monitoring view showing every active agent and its token cost)
→ Phase 2, the 1-prompt demo: 30 angle agents, 30 title agents, and 30 cover agents running simultaneously from a single sentence
→ Phase 3, the judge layer: 10 judge agents each with a different persona scoring and ranking every output before you see it
→ Phase 4, copy-paste batch prompts: LinkedIn content batch, campaign angle testing, competitive content audit, and lead magnet concept generation
→ Phase 5, token efficiency: 100 agents use just 7% of your context window, per-agent cost in the monitoring view, and the exact threshold where the scale justifies the spend
All backed by a live 100-agent demo with every prompt included copy-paste ready (and a developer who rebuilt 750,000 lines of code in 11 days using the same parallel architecture - 99.8% of tests passed).
Like + comment "WORKFLOW" and I'll send it over
(must be following + RT for priority access)
EU diplomats tell RFE/RL of the vulnerable situation Moldova faces with an increasingly belligerent and active Russia putting pressure on countries wanting to move closer to the West. @RikardJozwiak https://t.co/7TRCCs1nNW
Time’s ticking for Moldova’s govt to leverage this €1.9B plan and win public trust before the elections. It’s a bold move to tackle instability—but they’ve got to act fast. Details in my Konturnovosti interview.
Thrilled to speak with Konturnovosti about Moldova’s future! A €1.9B growth plan could be key to tackling the energy crisis and boosting stability. Read more here: https://t.co/dpvCj6Pn8k"
In the interview, we explored how this investment could address Moldova’s pressing challenges—like energy insecurity—and pave the way for sustainable growth. It’s a critical moment for the country.
Congratulations and best wishes to the young journalists who successfully completed their internships at Radio Free Europe. Supporting independent media and fighting disinformation are among our long-term priorities. Thanks to our great partner @RFERL for their cooperation!