Quality Standards
Set the engineering bar for the kind of work your team will accept: correctness, maintainability, security, accessibility, performance, and product fit.
Quality & Review
By the time work reaches you, Lead Dev has already made the first quality call.
Codespeed knows the difference between a model saying the work is fine and a test proving it. Your standards run as deterministic infrastructure: a requirement your team marks as required has to be met before anything comes back to you.
Returned work
Hospital discharge workflow
6 files
Quality gateCare operations profile
Patient consent remains visibleRequired
Clinician override remains availableRequired
Audit record stays attachedAdvisory
Outcome
Waiting on the gate.
What Gets Checked
Quality standards at every step of your agent workflows.
Product Requirements
Customer paths, edge cases, and product promises stay attached, so specialists build toward the outcome the work exists to serve.
Runtime and preview checks
Run tests, previews, logs, browser sessions, and runtime checks so the change can be judged inside the product and in the diff.
Real-user checks
Specialists walk the critical path like customers, find the flow breaks, and return the issues your team should see.
The Second Opinion Receipt
Supported
The reviewer agrees the direction holds, and Lead Dev moves with more confidence.
Added nuance
The reviewer surfaces a missing constraint or edge case worth folding in before specialists start.
Disagreed
The reviewer challenges the direction while it can still change, before the build hardens around it.
Second Opinion
Adversarial reviews with model switching at the click of a button.
Adversarial reviews are crucial for specifications and orchestration. Codespeed standardizes both, so it’s an inherent part of every agent’s workflow. When you’re in a thread, running an adversarial review with another model in the same profile takes a single click.
Context Profiles
Quality and taste built into knowledge, living inside context profiles.
Quality standards can cover the whole organization, one project, one team, or just a single context profile.
GPT-5.6 LUNA
Your Company Brain
Lead Dev helps you build and maintain a company brain that powers long term value across your entire company and agentic workforce.
The company brain behind your AI workforce.
knowledge/
2026-02-10-auth-strategy.md
database-choice.md
default.md
frontend-review.md
customer-segments.md
revenue-goals.md
frontend.md
api-naming.md
# Why the system is the way it is.
Lives in your repo
Versioned with code
Knowledge far beyond code
Consumable by agents
Specialists are assigned Context Profiles so they can focus on the knowledge required for their domain.
Lead Dev interviews you about your goals and business metrics at onboarding
From day zero, Lead Dev reads the codebase and asks your team where the business is going, then turns both into knowledge every agent inherits. Lead Dev then continues to hone and craft this knowledge with you over time, delivering more valuable decisions for the business every day.
Stop re-explaining your business and architectural reasoning
If it isn't in a format your agents can read, knowledge can't be used by your AI workforce. Codespeed centralizes your company's brain in a format Lead Dev and your specialist team can use from day zero to build value.
Leverage business knowledge that extends far beyond code and tech
Every piece of knowledge is valuable to an agent, from business context to design thinking, brand guidelines, tone of voice, analytics, customer experience strategy, and everything in between. Give your agents the knowledge they need to understand who the customer is and what the business is trying to move.
Taste and quality are teachable and enforced far beyond classic agentic skills
Agentic skills were the early-stage solution to teaching agents. Codespeed's Knowledge Protocol extends far beyond these reusable primitives into highly specialized intelligence, carefully crafted and honed by your team of agents over time.