AI Engineering

AI Evals helps teams build robust evaluation infrastructure for measuring, monitoring, and iterating on AI product performance using human, code-based, and LLM-as-a-judge methods.

AI Product Strategy helps product teams decide where to apply AI effectively, manage the shift from deterministic to probabilistic software, and build defensibility through verticalization and proprietary data.

Breaking Into Product Management helps users identify the most viable path into product management, assess role fit, and execute a transition strategy through internal mobility, APM programs, or startup roles. Use it for guidance based on Lenny's Podcast insights.

Building a Growth Team helps determine when to hire growth talent, which profiles to prioritize, and how to structure the team around product-market fit and bottlenecks. Use it to map growth needs to roles, org models, and hiring sequence.

Building With AI Agents helps users transition from manual coding to directing a parallel team of autonomous AI agents, using precise instructions, parallel tasking, and automated review.

Career Transitions helps users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize impact and personal fulfillment. Use it when considering a job change or planning a move to a new role or industry.

Coaching And Talent Development helps leaders shift from solving problems to growing people through skill-gap assessment, reflection, and stretch assignments. Use it to coach direct reports, set growth plans, and avoid becoming the bottleneck.

Competitive Strategy helps users identify sources of durable competitive power, evaluate market threats, and design uniquely differentiated products. Use it to guide product strategy discussions with frameworks from Lenny's Podcast and Newsletter.

Defining Product Strategy helps product leaders turn ambitious goals into a rigorous diagnosis of challenges and a clear, actionable plan for winning in a specific market, using insights from Lenny's Podcast and Newsletter. Use it when you need to identify the primary obstacle, define where and how to compete, structure a strategic narrative, or stress-test a plan.

Evaluating Startup Ideas helps users distinguish deceptive tarpit ideas from high-potential opportunities by applying rigorous frameworks for market timing, business math, and user demand.

Founder Psychology helps users navigate the emotional burdens of leadership by cultivating emotional awareness, reframing failure, and building sustainable mental health practices. Use it to diagnose stress, reframe setbacks, and apply somatic techniques for high-pressure decision-making.

Find Skills searches a public community skill registry and installs relevant skills into the current project when the user mentions a technology, framework, or task lacking existing skills.