Engineering hiring guidesPage 2 of 2
Circular Economy & Digital Product Passports
ESPR Compliance: An Engineering Team's Checklist
What EU Regulation 2024/1781 means in practice for an engineering team, which decisions come first, and how to avoid building the wrong thing confidently.
4 min read
AI Engineering Practice
Reducing LLM Costs in Production: What Actually Works
The techniques that genuinely reduce language model spend in production, ranked by impact, and the ones that look promising but rarely move the number.
4 min read
Circular Economy & Digital Product Passports
GS1 Digital Link Explained for Engineers
How GS1 Digital Link turns a product identifier into a resolvable web address, why it matters for Digital Product Passports, and how to implement a resolver.
4 min read
Circular Economy & Digital Product Passports
EPCIS 2.0 Explained for Developers
A developer's introduction to EPCIS 2.0: the four event types, the JSON-LD binding, and how to model a transformation without breaking your traceability chain.
4 min read
Vetting & Technical Assessment
Structured Interview Scorecards That Actually Work
How to build an interview scorecard engineers will use, why independent scoring matters more than the questions, and how to spot a rubric that needs rewriting.
3 min read
Remote & Global Hiring Operations
Async Communication for Distributed Engineering Teams
Which engineering activities genuinely work asynchronously, which do not, and the writing habits that determine whether a distributed team functions at all.
4 min read
Location Hiring Guides
Hiring Developers in Eastern Europe: A Practical Guide
Why Eastern Europe remains the default nearshore option for Western European teams, what rates to expect by market, and the practical points to settle first.
3 min read
AI Engineering Practice
RAG vs Fine-Tuning: How to Decide
A decision framework for choosing between retrieval and fine-tuning, the situations where each clearly wins, and why most teams should try neither first.
4 min read
Remote & Global Hiring Operations
How to Write a Hiring Brief That Gets You the Right Engineer
What to include in an engineering hiring brief so a shortlist actually matches the problem, and the four omissions that cause most mismatched candidates.
3 min read
AI Engineering Practice
Guardrails for Production AI Agents: A Design Guide
How to constrain what an agent may do, design escalation paths that preserve context, and decide which actions should never be automated at all.
4 min read
Circular Economy & Digital Product Passports
Extended Producer Responsibility Reporting for Engineers
What EPR reporting actually requires from a data system, why spreadsheets fail at scale, and how to build reporting that survives an audit years later.
4 min read
Vetting & Technical Assessment
Assessing Technical Debt in an Inherited Codebase
How to evaluate a codebase you did not write, which signals predict future pain, and how to brief an engineer joining a system nobody fully understands.
4 min read
AI Engineering Practice
Model Routing with LiteLLM: A Practical Guide
Why a model gateway belongs in front of every production LLM system, how routing and failover should be designed, and what to instrument from day one.
4 min read
Circular Economy & Digital Product Passports
Verifiable Credentials in Supply Chains: A Primer
How W3C Verifiable Credentials let a supply chain claim be checked rather than trusted, when they beat a shared database, and how selective disclosure works.
4 min read
Vetting & Technical Assessment
Paid Trials for Engineering Hires: How to Run One
Why a short paid engagement predicts performance better than any interview, how to scope one fairly, and what to do when the trial goes badly.
4 min read