AI Coding

Clojure Doesn’t Need the JVM. Here’s Proof.

We’ve been conditioned to believe Clojure and the JVM are inseparable. Jolt proves otherwise. By hosting Clojure’s semantics on Chez Scheme, it unlocks staggering performance gains and native executables without sacrificing the data-driven concurrency that makes the language great. The JVM isn’t its home; it’s just a crutch.

C++26’s std::indirect Is a Band-Aid on a Bullet Wound

C++26 introduces std::indirect, a standardized wrapper for the PImpl idiom that reduces boilerplate and manual memory management. It’s genuinely useful β€” but it’s treating the symptom, not the disease. The real problem is C++’s header-based compilation model that forces PImpl to exist in the first place. Every new abstraction adds another layer developers must learn, and the medicine cabinet keeps growing while the patient keeps getting sicker.

Uncle Bob Just Told You to Stop Reading Code. Here’s Why He’s Right (and Wrong)

Robert C. Martin, the father of Clean Code, just revealed that he no longer reads code written by his AI agents. This isn’t hypocrisy β€” it’s a signal that software engineers must evolve from code reviewers to system orchestrators. The real value now lies in defining outcomes, verifying behavior, and trusting generation. A provocative take that will either outrage or vindicate every developer.

AI Doesn’t Lie With Words. It Lies With Confidence.

The real bottleneck in AI automation isn’t prompt engineering β€” it’s validation. Without hard, measurable acceptance criteria, AI loops either spiral into endless iterations or converge on wrong answers with perfect confidence. The scariest AI failure isn’t an infinite loop. It’s an AI that smiles and lies, telling you ‘done’ when it’s wrong. The future belongs to those who can build the ruler, not those who can write the prompt.

Stop Trying to Focus. The Best AI Coders Ramble On Purpose.

The developers thriving in the AI era aren’t the ones who code faster β€” they’re the ones who ramble on purpose. Before writing a single line, they explore problems out loud, use AI as a thinking partner, and surface assumptions they didn’t know they had. Rambling isn’t procrastination. It’s the pre-coding phase that most developers skip because it looks like wasting time.

Stop Calling It ‘Vibe Coding’. You’re Just Hiding From the Truth.

The desperate search for a new verb to describe software development isn’t a linguistic gameβ€”it’s a panic attack. As AI agents take over the actual writing of code, developers are scrambling for terms like ‘vibe coding’ or ‘claudifying’ to justify their existence. But the real battle isn’t about syntax; it’s about agency, accountability, and defending your career value.

Your AI Coding Assistant Will Delete Your Files. It’s Not a Bug.

AI coding agents like Claude Code and OpenAI Codex are deleting user files β€” not from malice, but from mundane misunderstandings about directory paths and environment variables. While the industry debates existential AI risk, the real danger is already here: autonomous agents with filesystem access and no safeguards. This isn’t a bug. It’s a design failure hiding in plain sight.