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@EXM7777: engineering is the bottleneck in most companies — ops finds a broken…

2026-08-03 · 19:11 UTC ·@EXM7777 ·2 min read

Brief

EXM7777 and Brad Menezes (Superblocks) argue that engineering is the systemic bottleneck in most companies: ops discovers broken processes, PMs file tickets that sit in backlogs for months, and AI tools were meant to eliminate that queue but instead drove business teams to 'vibe code' on Replit and Lovable prototypes. Connecting Snowflake or other company data to third‑party builders sends data to external clouds, triggering IT to impose security reviews and creating a new queue while shadow IT proliferates. The offered remedy is a platform that deploys inside your AWS account (so data never leaves), lets you choose Claude Code or Codex, run frontier agents, route subrequests across cheaper and more expensive models, runs automated security agents that block deploys until code passes, and restricts packages to an approved registry. Superblocks 3.0 — announced as an AWS partnership — claims up to 30% token savings, enterprise customers like Instacart and Benchling, and a promotion to build 1,000 apps free.

Why it matters

@EXM7777: engineering is the bottleneck in most companies — ops finds a broken process, tells a PM, the PM files a ticket, and the ticket can sit in backlog for months while the reporter returns to spreadsheets; AI was supposed to delete that queue but didn't.

Key details

  • Connecting Snowflake to third‑party builders (e.g., personal Replit or Lovable prototypes) sends company data to those vendors' clouds, prompting IT to block the flow with security reviews — creating a new queue and enabling shadow IT; the number of unknown apps IT can't name equals your exposure, per the author.
  • The proposed solution runs inside the customer's AWS account so data never leaves the network, offers a dropdown to pick Claude Code or Codex, is described as the first platform to run 'frontier agents' (not house agents), splits requests across cheap models for simple tasks and expensive models for planning, and enforces security agents that block deploys until code passes and only allow packages from an approved registry.
  • Brad Menezes announced Superblocks 3.0 (partnering with AWS) claiming it can replace million‑dollar SaaS with a single prompt, save up to 30% on token costs via model routing, secure builds/deploys inside a private AWS environment, is trusted by Instacart and Benchling (and some banks/social networks), and is offering to build 1,000 enterprise apps for free; he also warns personal Replit accounts, Lovable prototypes, and desktop Claude can leak data or pull malicious packages.
Source evidence

a bottleneck is the one step everything else waits on... you can add all the capacity you want, the queue still moves at the speed of that step

in most companies that step is engineering
someone in ops finds a broken process:

describes it to a PM, the PM writes a ticket, the ticket sits in a backlog for months while the person who actually understood the problem goes back to their spreadsheet

AI was supposed to delete that queue

business teams started building their own tools on lovable and replit and it worked... right up until the app needed real company data

because the second you connect snowflake to a third party builder, your data goes to their cloud

so IT says no... now you're waiting on a security review instead of a backlog, same queue, new sign on the door

this team built the only tool where neither queue exists:
> it runs inside your own AWS account, so the data never leaves your network
> you pick claude code or codex from a dropdown, first platform that lets you run frontier agents instead of a house one
> the request gets split and routed, cheap models for the simple parts, expensive ones for planning, so spend tracks the work
> security agents run against the build agent, and they block the deploy until the code passes
> packages come from your approved registry only, nothing pulled off the internet mid-build

if your business teams are already building on company data and IT can't see any of it, you already have shadow IT

go ask IT how many of those apps they can name, that number is your exposure

Video

Brad Menezes (@bradmenezes)

Today we’re partnering with AWS to launch Superblocks 3.0: the secure way for employees to vibe code production enterprise software.

In a single prompt, Superblocks can replace million dollar SaaS, while IT & Security stay in control.

OpenAI and Anthropic are releasing new models with advanced cyber attack capability and vibe coding is every company's achilles heel:

> Personal Replit accounts store untracked customer data.
> Lovable prototypes with your data open to the public internet.
> Claude on the desktop pulls malicious packages.

How Superblocks 3.0 works:

  1. Superblocks Builds: Import vibe coded prototypes. Model routing picks the best frontier or open source model per task. Saves up to 30% on token costs.

  2. Superblocks Secures: A swarm of security agents work like a real human team to find and fix vulnerabilities.

  3. Superblocks Deploys: Unlike consumer vibe coding tools that send your data to their cloud, Superblocks deploys the application, database, and AI inference securely inside your private AWS environment.

Superblocks 3.0 is trusted across enterprises like Instacart, Benchling, and even banks and social networks with the most stringent security requirements.

Book a demo here: superblocks.com/book-a-demo

Everyone says, “AI is replacing SaaS”, yet find me a Fortune 500 company that has vibe coded its own CRM instead of using Salesforce.

That changes today.

To celebrate our launch, we're building 1,000 enterprise apps for free.

Comment a SaaS tool you hate and why, and we'll reply with an enterprise-grade replacement.

Video

— https://nitter.net/bradmenezes/status/2084328970649026710#m