Allstacks Gives Product Managers a Dedicated Senior Engineer

Allstacks releases a new capability in Product Studio for deeper context around source code, so product leaders have the insights they need to plan and build more effectively

RALEIGH, N.C., Oct. 1, 2026 /PRNewswire/ -- Allstacks, the product and engineering intelligence layer for modern development, today announced Allstacks Code Engine (ACE), a new Product Studio capability that gives product managers direct answers about how their product's code works. ACE indexes every connected code repository, so a product manager can assess feasibility for work, size efforts, and ground specifications in code reality. ACE is like having a dedicated senior engineer review all your plans before they are shipped to development.

Most product managers do not have adequate time and resources to fully understand the codebase, so they rely on their engineering partners to determine what can or cannot be built. The lack of code depth limits their ability to plan, scope, and assess the impact of product changes and enhancements. This leads to downstream inefficiencies in handoffs and rework, as well as unintended customer experiences.

Providing comprehensive knowledge of how code works to product teams allows them to do their work more effectively, including:

• Assess feasibility before committing. Ask what a new feature would impact, and get realistic answers based on what exists instead of assumptions.
• Size effort against code reality. See what dependencies, patterns, and what a code change would require before committing to a date and allocating resources to it.
• Ground the spec in engineering reality. Check whether there are any duplicate efforts and existing patterns to follow, and translate what you want to build into engineering terms.
• Catch intent drift early. Compare the spec with the code created and make any necessary corrections before the push to production.
• Validate what shipped against product intent. Evaluate whether the delivered feature matches the intent in the requirement and spec.
• Get up to speed on a new product. Ask how a feature actually works with a clear answer.

"Every product decision is ultimately shaped by what the team can build in a certain amount of time, and the engineers building it know those limits best. AI is speeding up every step, so product managers need that knowledge earlier," said Hersh Tapadia, co-founder and CEO of Allstacks. "We're giving that knowledge to them in the same workspace they discover, prioritize work, write requirements, so what they hand to engineers and agents is based in code reality."

When using ACE, impacts show up throughout the product development lifecycle. A spec that already matches the existing codebase gives engineers building with agents a better starting point, leading to fewer review rounds and less rework, and a better product in the end.

"With Code Engine and Product Studio, my engineers and I are grounded in the same facts," said Graham Langdon, vice president of product and engineering at Allstacks. "That shared baseline keeps conversations crisp. We align faster and don't have to spend half our time translating and providing context. Less time debating, more time building."

ACE is read-only. It indexes each connected repository so Product Studio understands how the code works, and it updates on every push. It never runs processes or crosses security boundaries in the customer's environment. Indexed code stays under Allstacks' security practices, and our model providers do not train on it.

Start using Allstacks Product Studio with ACE for free. Learn more at allstacks.com/product-studio.

About Allstacks
Allstacks is the product and engineering intelligence layer that helps teams plan, manage, measure, and optimize product development processes. The platform's purpose-built AI agents span the full lifecycle, from discovery to measuring the impact of delivery, powered by a context graph that connects every signal across the PDLC. Allstacks is SOC 2 Type II certified and trusted by organizations of all sizes, including a major European bank, a leading virtual health provider, and global SaaS providers.

Media Contact: Joshua Milne, [email protected], 617-501-1620

SOURCE Allstacks