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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
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A Developer's Next Career Is 'Builder' — As the 'Engineer' Era Wanes, What Should You Prepare? (2026)
A PM at Meta calls himself an 'AI builder', LinkedIn launched a 'full stack builder' program, and Walmart's 'agent builder' roles were filled by non-developer employees. The creator of Anthropic's Claude Code says 'codin
2026-05-14 · 14 min read #career#builder#ai-era#developer-career#vibe-codingDB Migration Tools 2026 — Atlas, Bytebase, Skeema, Liquibase, Flyway, Prisma, Drizzle, gh-ost, pg-osc Deep Comparison (Declarative vs Imperative, Review Workflow, Online DDL) ♪ Listenable
The DB schema-change tool landscape in 2026 has split into two camps. One is the declarative schema-as-code camp (Atlas, Skeema, Drizzle Kit). You write the desired state in HCL or code and the tool computes the diff. Th
2026-05-14 · 24 min read #database-migration#atlas#bytebase#liquibase#flywayHow Developers Build an Audience in 2026 — Blogs, YouTube, Newsletters, Twitter: The Craft (Deep Dive) english ♪ Listenable
In 2026, your content is read twice — once by humans, once by LLMs (training and inference). SEO is collapsing and discovery has shifted to algorithmic surfaces. This deep dive covers what to make, how to start small, ch
2026-05-14 · 25 min read #content-creation#developer-blog#youtube#newsletter#twitter2026 AI Coding Agent Head-to-Head — Claude Code vs Cursor vs GitHub Copilot vs OpenAI Codex vs Aider vs OpenClaw: A Practitioner's Buyer's Guide ♪ Listenable
As of early 2026, the AI coding agents worth taking seriously fit on one hand. This is a head-to-head comparison of Claude Code, Cursor, GitHub Copilot, OpenAI Codex, Aider, and OpenClaw along seven axes — surface (CLI/I
2026-05-14 · 23 min read #ai-coding-agent#claude-code#cursor#github-copilot#codexDeno 2 and 3 Deep Dive 2026 — The Node-Compatibility Era, JSR, Fresh 2, and Deno KV (Where the Runtime Bet Went) english ♪ Listenable
Deno's biggest self-negation came in September 2024 when Deno 2 shipped — the runtime that once rejected Node embraced Node compatibility as a first-class feature. package.json, nodemodules, npm CLI parity, all of it. Th
2026-05-14 · 22 min read #deno#deno-2#deno-3#javascript-runtime#jsrClaude Skills Marketplace 2026 — Curated Best Skills for Real Teams (Bundles by Role, Context Budget Accounting) ♪ Listenable
The previous post taught you how to build a Skill. This one is the opposite — how to decide what to install. A 2026 map of the Anthropic official, partner, and community Skills marketplaces; category-by-category curation
2026-05-14 · 19 min read #claude-skills#anthropic#skills-marketplace#ai-tooling#curationAgent Evaluation Systems in 2026 — Inspect AI vs Promptfoo vs Phoenix vs LangSmith vs OpenAI Evals (You're Measuring the Agent, Not the Model) ♪ Listenable
LLM evals measure the model. Agent evals measure whether the model plus the harness plus the tools actually carry a task to completion. They are different problems. This is a map of the 2026 landscape — Inspect AI from U
2026-05-14 · 20 min read #agent-evaluation#inspect-ai#promptfoo#phoenix#langsmithContainer & Cloud-Native Security in 2026 — Trivy vs Grype vs Snyk vs Aikido vs Wiz vs Sysdig vs Tetragon Deep Dive (Shift-Left to Runtime) ♪ Listenable
There are too many container security tools now. Scanners (Trivy, Grype, Snyk), AppSec plus Cloud integrations (Aikido), CNAPP leaders (Wiz, Orca), runtime detection (Sysdig Falco, Tetragon), artifact-side (JFrog Xray),
2026-05-14 · 22 min read #container-security#trivy#snyk#aikido#wizBevy Game Engine — A Hands-On Rust ECS Tour of Modern Game Development (Deep Dive, 2026) ♪ Listenable
Inheritance-heavy object models from Unity and Unreal ruled the industry for thirty years, but the modern game engine of 2026 looks elsewhere. Entity-Component-System separates data from behavior and lays out memory for
2026-05-14 · 21 min read #bevy#game-engine#rust#ecs#gamedevBrowser Engines 2026 — Chromium, Gecko, WebKit, Servo, LadyBird: Who Is Actually Rendering the Web ♪ Listenable
Three engines render almost all of the web. Chromium owns more than 80%, WebKit takes a slice via iOS, and Gecko carries the last non-Chromium flag in single digits. Then 2026 arrives — Servo revives under LFE, LadyBird
2026-05-14 · 22 min read #browser-engine#chromium#gecko#webkit#servoAuth Provider Shootout 2026 — Clerk vs WorkOS vs Auth0 vs Stytch vs Better Auth vs Kinde vs SuperTokens, plus the NextAuth and Lucia post-mortem ♪ Listenable
The 2026 SaaS auth market has split in two. Clerk, Stytch, and Kinde won the B2C developer-experience lane. WorkOS owns the B2B enterprise-readiness lane (SSO, SAML, SCIM as an API call). Meanwhile, in self-hosted land,
2026-05-14 · 24 min read #auth#clerk#workos#auth0#stytchAuthoring Reviewable Pull Requests: Small PRs, Good Descriptions, and Stacked Diffs ♪ Listenable
Review latency is controlled by the author. Why small PRs win, the 'one PR = one idea' rule, the PR description as your most important artifact, making the diff readable, stacked PRs, self-review, responding well to feed
2026-05-14 · 24 min read #pull-request#code-review#git#stacked-prs#collaborationBuild Your Own Claude Code Skill — A Hands-On Deep Dive Into SKILL.md, Invocation, and Distribution (2026, english) ♪ Listenable
Agent Skills were introduced by Anthropic in October 2025 and opened as a standard in December 2025. As of May 2026 they are the default way to extend Claude Code. The mechanism is small — a SKILL.md with YAML frontmatte
2026-05-14 · 23 min read #claude-code#skills#anthropic#ai-tooling#hands-onAPI Schema Landscape 2026 — JSON Schema, OpenAPI 3.1, AsyncAPI, GraphQL, gRPC, Smithy, TypeSpec in One Map ♪ Listenable
In 2026 the real unit of an API is not the endpoint — it is the schema. JSON Schema 2020-12 became the shared base for OpenAPI 3.1, AI tool calling and config validation; AsyncAPI 3.0 settled in as the OpenAPI of events;
2026-05-14 · 23 min read #api-schema#json-schema#openapi#asyncapi#graphqlAI Search Engines 2026 Head-to-Head — Perplexity · You.com · Phind · Exa · SearchGPT · Gemini AI Mode · Kagi · Tavily, and the Deep Research Category ♪ Listenable
Search in 2026 is no longer 'ten blue links'. A new layer has slid in between the query and the answer — Perplexity's Pro Search/Deep Research/Spaces and the Comet browser, You.com's shifted positioning, Phind's develope
2026-05-14 · 29 min read #ai-search#perplexity#exa#searchgpt#deep-researchAI Video Generation in 2026 — Sora 2, Veo 3, Runway Gen-4, Pika, Kling, Luma, Hailuo, LTX (a deep-dive comparison) ♪ Listenable
The third leg of generative media has finally arrived. After music (Suno, Udio) and images (Midjourney, SDXL, FLUX), 2024-2026 was the year of video. Sora 2 reached consumer hands, Veo 3 shipped native synchronized audio
2026-05-14 · 19 min read #ai-video#sora#veo#runway#pikaProject Scheduling in the AI Era: Rebuilding Estimation, Velocity, and Sprint Planning From the Rubble ♪ Listenable
How AI coding agents broke estimation, velocity, and sprint planning, and what tech leads and EMs need to rebuild in their place. Covers why story points lost their meaning, how the bottleneck moved from implementation t
2026-05-14 · 26 min read #project-management#estimation#sprint-planning#velocity#ai-eraAI Image Generation 2026 — Flux, Imagen 4, Midjourney v7, Ideogram, Recraft, Firefly, DALL-E, Stable Diffusion: An Honest Comparison ♪ Listenable
The image companion to the AI music and AI video posts. The two real shifts in 2025-2026: open-weight Flux took SD-XL's throne, and Midjourney v7 reset the bar for consumer aesthetic. Imagen 4 GA, Ideogram v3 typography,
2026-05-14 · 25 min read #ai-image#flux#imagen#midjourney#ideogramAI Desktop Apps in 2026 — A Snapshot of Granola, Cleft, Lex, Highlight, Raycast AI, Ollama, and the Quiet Rise of the Ambient-AI Category ♪ Listenable
Spring 2026: the center of gravity for everyday AI use has quietly moved from chatbot tabs to desktop apps. Granola for meeting notes, Cleft / Superwhisper / MacWhisper for local dictation, Lex for AI-first writing, High
2026-05-14 · 36 min read #ai-desktop#granola#cleft#lex-app#highlight-aiAI Coding Assistant Limitations 2026 — An Honest but Fair Take on What Doesn't Work ♪ Listenable
AI coding assistants are powerful. But the shape of that power is not uniform. Deep bug debugging, large-codebase architecture, subtle performance regressions, concurrency correctness, genuinely new tech, multi-repo chan
2026-05-14 · 21 min read #ai-coding#ai-limitations#honest-take#ai-engineering#claude-code