Integrate AI where it matters: the developer loop

ALLOC42 is your AI support system-expertise and custom software shop accelerator rolled into one. We're on-shore experts who accelerate delivery with AI-native backlogs, MCP toolchains, and local-first dev workflows.

From strategy calls to hands-on training, we transform how your team ships code. Stop wrestling with AI tools-start leveraging them as force multipliers.

alloc42@dev-loop:~$

$ ai-dev-bridge init

✓ MCP servers configured

✓ Copilot integration active

✓ StraightLine PMM connected

$ ship --ai-enabled

🚀 Delivery accelerated by 3.2x

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Our promise is simple

You only pay for valuable, meaningful work once it's completed.

Specializing In

AI Strategy Calls

Get unvarnished answers on AI's real leverage in your organization. We cut through the noise with truth from the front line, backed by battle-tested patterns.

Executive InsightUnvarnished AnswersReal Leverage

Pay for clarity, not confusion. We cut through the noise and give you unvarnished answers to what's working, what's broken, and where AI can deliver real leverage in your org. No hype-just truth from the front line, backed by hands-on experience and battle-tested patterns.

Developer AI Training

Equip engineers with practical AI skills for Copilot, Cursor, and custom assistants. Learn advanced prompting, repo rule integration, and embedding AI into pipelines.

TrainingCoding AssistantsReal WorkflowsRepo Rules

Equip your engineers with the skills to make AI work with them, not against them. We move beyond 'prompt and pray' to teach practical patterns for Copilot, Cursor, and other assistants inside real codebases. Through guided, hands-on sessions, your team will learn advanced prompting techniques, repo rule integration, and strategies for embedding AI into pipelines and applications. The result: assistants that become force multipliers-reducing toil, catching errors early, and accelerating delivery-rather than distractions.

Prompt Catalogs

Transform prompts into an enterprise asset. Build and organize internal catalogs that capture best practices and reduce duplication. Gain faster onboarding and consistent results.

Living AssetTeam GrowthOrganized Library

Turn prompts into a true enterprise asset. We help you build and organize internal catalogs that grow with your team, capture best practices, and reduce duplication. A living knowledge base of prompts means faster onboarding, more consistent results, and a competitive advantage every sprint.

Executive Strategy Calls

High-impact private sessions for executives, product owners, and delivery teams. Focus on unlocking massive improvement in delivery, culture, or outcomes.

Executive InsightProduct StrategyDelivery Coaching

High-impact private sessions with executives, product owners, and delivery teams-focused on unlocking massive improvement in delivery, culture, or outcomes.

AI Coding Playbooks

Stop guessing, start shipping. Our curated playbooks provide engineers with ready-to-use prompt patterns, repo rules, and workflow strategies. Deliver higher-quality code faster with Copilot and Cursor.

CopilotCursorRepo Rules

Stop guessing and start shipping. Our curated playbooks give engineers ready-to-use prompt patterns, repo rules, and workflow strategies that make Copilot and Cursor deliver higher-quality code, faster. Clear examples, reusable snippets, and practical guardrails ensure your assistants work as hard as your team does.

Prototype-in-a-Day

Bring your idea in the morning, leave with a working demo by afternoon. Rapid prototyping frameworks transform concepts into tangible, testable proofs of value. Win buy-in and validate feasibility fast.

DemosFast IterationProof of Concept

Bring us your idea in the morning; leave with a working demo by the afternoon. Using our rapid prototyping frameworks, we transform concepts into tangible, testable proofs of value-fast enough to win buy-in, impress stakeholders, or validate technical feasibility before investing big.

Developer Productivity Audit

A quick, focused review of your development loop. We analyze coding assistant usage, backlogs, testing, and CI/CD pipelines. Identify friction points and missed opportunities for immediate action.

Dev AuditDX UpliftQuick Wins

A quick, focused review of your development loop. We analyze coding assistant usage, backlogs, testing, and CI/CD pipelines to identify friction points and missed opportunities. You'll walk away with a clear report, prioritized recommendations, and immediate actions to cut waste and accelerate throughput.

Rapid Build Camps

Focused bootcamps compressing weeks of learning into a single day. Teams walk away with working prototypes, reusable prompts, and a shared playbook. Apply AI in real projects immediately.

BootcampPrototypeShared Playbook

Focused bootcamps that compress weeks of learning into a single day. Teams walk away with working prototypes, reusable prompts, and a shared playbook for applying AI in real projects.

Automated Testing

Elevate confidence in every release. We design boutique automated frameworks for APIs and UIs. Lightweight, seamless, and rigorous enough to catch issues before they ship.

Automated TestingAPI & UI QualityTailored Frameworks

Elevate your confidence in every release. We design boutique automated frameworks tailored for your APIs and UIs, lightweight enough to integrate seamlessly, but rigorous enough to catch issues before they ship. The result: less firefighting, more trust in your pipeline, and faster delivery cycles.

AI Dev Bridge

Your local-first developer autopilot. Orchestrates Copilot, Cursor, MCP servers, and repo rules into one cohesive flow. Move from prompts to pull requests with less drag and more clarity.

CopilotCursorRepo RulesLocal-First

Your local-first developer autopilot. AI Dev Bridge orchestrates Copilot, Cursor, MCP servers, and repo rules into one cohesive flow. We'll help your team move from prompts to pull requests with less drag, more clarity, and real traceability across the developer loop.

StraightLine PMM

Replace vague tickets with clear outcomes. Turns markdown into your repo of truth using AreaPaths and "- ability to…" statements. Deliver faster with less noise and more clarity.

Backlog ClarityOutcome StatementsRelease Notes

Replace vague tickets with clear outcomes. StraightLine PMM turns markdown into your repo of truth-using AreaPaths, "- ability to …" statements, and auto-generated release notes. We'll guide your team to deliver faster with less noise, more clarity, and backlogs that actually move the org forward.

LocalHost MCP

Where tools meet AI safely. Wires assistants into your dev loop with JSON-schema contracts, gateways, and guardrails. Deploy MCP servers for secure AI access to internal data and APIs.

MCP ServersContractsSecure Integration

Where tools meet AI safely. LocalHost MCP wires assistants into your real dev loop with JSON-schema contracts, gateways, and guardrails. We help you deploy MCP servers so AI tools can access internal data and APIs securely-without shadow IT or compliance headaches.

Plan on Monday. Demo Friday. Ready to move?

Join teams already shipping 3x faster with AI-integrated workflows.