The feed. From the studio.

The Makeover Era

Vibe-coded apps are shippable, not survivable. AI-built software is meeting real users, real load, and real audits. Most of it needs a rebuild, not a debug pass.

2026.06.11STRATEGY

The Agent Test

One question separates agent projects worth building from the ones Gartner expects to be cancelled. Most teams cannot answer it. Here is the test we use.

Evals Are the Product

Stalled LLM products all share one missing artifact: a way to know if the thing got better or worse. The eval suite is the spec, the regression net, and the roadmap.

Scraping Is an Arms Race You Win With Discipline

Clever bypasses win a week. Disciplined extraction wins years. On rate ceilings, backoff, observability, and the boring engineering that survives the arms race.

2026.06.11BUSINESS

Why Our Discovery Is Free

We never bill for the part where we decide whether we can help. Charging for diagnosis rewards finding work. Free diagnosis rewards finding the truth.

The Boring Levers

Most scaling failures are self-inflicted: Google-shaped architecture adopted before the boring levers are exhausted. Boring first is sequencing, not timidity.

2026.06.11STRATEGY

Sovereignty Is a Feature

Where data is allowed to live is becoming a product requirement. What building for Health Canada, Saudi Aramco, and NDIS Australia taught us about jurisdiction.

2026.06.11METHODOLOGY

Two Departures From Stalling

Most software organizations are two departures away from stalling, and almost none have measured it. Bus factor is a number you can compute and engineer down.

2026.06.11BUSINESS

The Bill Nobody Owns

Cloud waste is rising again because nobody owns the bill. Savings get taken once and lost quarterly. The fix is a name on every line item, not another dashboard.

2026.06.11METHODOLOGY

Survive the Audit

A VC technical auditor is not grading your code. They are pricing your risk. The founders who survive produce artefacts, not answers, on every front.

2026.04.14COMPANY

7 min read

0 Out of 47: What Happened When BearPlex Scanned Japan's Enterprise Security Live on Stage

At Japan IT Week Spring 2026, BearPlex ran live security diagnostics on 47 Japanese enterprises. None had zero vulnerabilities. Six audit contracts followed.

2025.01.14COMPANY

8 min read

BearPlex Is Quietly Building the Most Dangerous AI Consultancy in the World

An in-depth look at how a stealth consultancy from Pakistan is reshaping enterprise AI deployment with a radical no-prototypes philosophy and war room methodology.

2025.01.08ENGINEERING

8 min read

Shipping Autonomous Agent Framework v3.0 - Now With Multi-Model Orchestration

Autonomous Agent Framework 3.0 introduces multi-model orchestration: different AI models collaborating on complex tasks like a coordinated engineering team.

2024.12.19CASE STUDY

How We Deployed 47 AI Agents for a Fortune 100 Client in 90 Days

From initial scoping to production deployment, how outcome-based pricing and parallel development accelerate enterprise AI adoption.

2024.12.03STRATEGY

Why We Stopped Selling Hours and Started Selling Outcomes

Eighteen months ago we stopped billing by the hour. Uncomfortable, risky, and one of our best decisions. What we learned about aligning consulting incentives.

2024.11.18METHODOLOGY

7 min read

The War Room Model: Inside BearPlex's Radical Approach to Enterprise AI

Forget traditional consulting. We embed cross-functional teams for 90-day sprints, shipping production systems while competitors are still writing proposals.

2024.11.02BUSINESS

Meet the Firm That Charges for Results, Not Resumes

Our outcome-based model attracts PE firms tired of consulting projects that promise everything and deliver PowerPoints.