English tag hub: same canonical tag strings as the Spanish site (Tags in front matter); this page’s chrome and blurbs are in English.
Posts tagged: Artificial intelligence
The role of artificial intelligence in early disease detection
One of the most promising uses of AI in medicine is helping clinicians find disease earlier—when treatment often works best.
Read more →The evolution of artificial intelligence and video games
How games and AI grew up together—from chess programs to modern training sandboxes—and where the relationship may go next.
Read more →Artificial intelligence and its impact on society: advances, challenges, and reflections
Advances in AI, the challenges it poses, and reflections on how it shapes society.
Read more →Artificial intelligence in medicine: advances, applications, and ethical considerations
How AI is becoming a powerful tool in healthcare—and the ethical questions that come with it.
Read more →Emerging technology trends: impact on society and business
Automation and AI, IoT, AR/VR, blockchain, renewables, quantum computing, enterprise adoption patterns, and ethical risks like workforce displacement and data concentration.
Read more →Future tech trends on the innovation horizon
AI/ML, IoT, 5G, AR/VR, quantum computing, synthetic biology, and blockchain—what each wave optimizes for and why ethical, sustainable deployment needs cross-society dialogue.
Read more →The impact of artificial intelligence on the entertainment industry
How AI is shaping content creation, distribution, and audience experience in music, film, games, and beyond.
Read more →Artificial neural networks: fundamentals and applications
How neural nets are structured, how they learn, and where they show up in modern technical systems.
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Reviving Praderas (Day 1): technical audit and AI-agent improvement plan
Day 1 of the rebuild focused on a full audit of code, architecture, and content consistency to build a practical roadmap for iterative improvements.
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Reviving Praderas (Day 10) — batch 2, EN hubs, and routing fixes (daily log)
Full Decoupled time tracking translation batch, /en/series and /en/categorias hub pages, plugin and template work, and a wall-clock vs localization time comparison (~35 min).
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Reviving Praderas (Day 11) — batch 3 (security & privacy), EN tag labels, and English About
Shipped the security/privacy/geolocation cluster, English display labels for canonical tags, /en/tags and /en/about-picocms, and agent docs for remaining multilingual UI gaps—with wall-clock vs senior-time comparison.
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Reviving Praderas (Day 12) — batch 4 (AI), EN archive, /en/blog language switcher, and the missing daily log
Wrap-up for work already merged to main—six AI post pairs, /en/archivo, paired blog listings for the language switcher—plus this PR that adds the ES/EN log pair that should have shipped with the same batch.
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Reviving Praderas (Day 13) — batch 5 (productivity & collaboration) and wall-clock notes
Six ES→EN productivity guides (remote work, Etherpad, Redmine, Taskwarrior, Focalboard, Nextcloud+Deck), small Spanish fixes, and wall-clock vs no-AI order-of-magnitude.
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Reviving Praderas (Day 14) — batches 6–8, ES→EN backlog closure, and wall clock
Twenty new pairs (mobile, crypto, general long tail), an updated Debian link in the Decoupled time-tracking series, and ~9.5 min wall clock for the translation block vs a senior counterfactual band.
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Reviving Praderas (Day 15) — multilingual UI slice: EN search and shared footer
Scheduled UI backlog closure (`/en/search`, language-safe search results, and non-post footer i18n) with measured wall clock (~1m40s) and a senior-only baseline comparison.
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Reviving Praderas (Day 16) — per-language sitemaps and discovery (ES/EN index)
Ship `sitemap.xml` as a sitemap index pointing to `sitemap-es.xml` and `sitemap-en.xml`, filtered using the same language rule as the rest of the site (`Multilingual::inferLang`), consistent with hreflang and the multilingual UI backlog.
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Reviving Praderas (Day 17) — cover images: ComfyUI plan + SDXL template
Planning session: alternatives to random placeholders, local ComfyUI validation (`/prompt`, SDXL ubersimple), JSON template under `scripts/comfyui/`, and a checklist to wire hero images into Pico without abandoning Markdown-first authoring.
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Reviving Praderas (Day 18) — `Image:` hero, Open Graph, responsive layout (Picsum fallback)
Optional cover from front matter, social meta, listing cards with `Image:` thumbnail or stable Picsum, CSS for in-body images and hero; ComfyUI production-ready for generation; wall-clock log.
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Reviving Praderas (Day 19) — `export_cover.py` patches `Image:` in Markdown
New --patch-markdown (and --skip-comfy) on the ComfyUI export script; dedicated Day 19 PNG; checklist row 7 update in agent docs; wall-clock log.
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Reviving Praderas (Day 2) — Phase 1: fixing listing, search, and pagination (with an AI agent)
Phase 1 delivered a clean listing template, unified search behavior, restored pagination, and a meaningful sidebar recent-posts block.
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Reviving Praderas (Day 21) — `export_cover.py` and the `Translation_Key` flag
New `--translation-key` flag patches `Image:` on the ES/EN pair without listing two paths; mutually exclusive with `--patch-markdown`; dedicated Comfy cover (seed 21052026).
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Reviving Praderas (Day 22) — Phase 5 UI closure (vocabulary) and Tier A retrofit (Days 2–3)
Night session log: merged multilingual vocabulary PR (`tag_vocabulary.json`, EN pagination, audit) plus two Tier A Comfy hero WebPs (Phases 1 and 2) via `--translation-key`.
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Reviving Praderas (Day 23) — Tier A retrofit (Days 4–5) and Phase 6 JSON kickoff
Two ES/EN pairs with Comfy heroes (Phase 3 metadata and visual polish) plus plugin 70-BlogJson for /blog.json and siblings, documented in .agents/blog-json-api.md.
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Reviving Praderas (Day 24) — Tier A retrofit (Days 8–9) and Phase 6 v1.1 (search.json)
WebP heroes for the Phase 5 multilingual announcement and batch migration plan (Days 8–9), plus search.json and agent-oriented listing fields without duplicating HTML search ranking.
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Reviving Praderas (Day 25) — Tier A complete (Days 10–16), Tuqan PR
Sprint of seven WebP heroes to finish the Tier A queue, public JSON agent discovery page (Phase 6 v1.2), and Tuqan article on PHP 8 Docker-only migration.
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Reviving Praderas (Day 3) — Phase 2: navigation, categories, breadcrumbs, and related posts
Phase 2 moved the site from a flat page list to intentional navigation with category mapping, breadcrumbs, related posts by tag, and chronological previous/next links.
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Reviving Praderas (Day 4) — Phase 3: metadata, taxonomy, and front matter lint
Phase 3 focused on editorial consistency by completing missing tags, normalizing date formats, and adding a front matter audit script for future safety.
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Reviving Praderas (Day 5) — visual polish: spacing, readability, and brand tone without new frameworks
Day 5 focused on visual polish and readability, followed by consultant feedback, iterative UI refinements, and transparent timing notes.
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Reviving Praderas (Day 6) — series and collections: chapter-based navigation without losing context
We added first-class series support in Pico, including menu integration, sidebar series navigation, and backfilling the historical time-control series.
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Reviving Praderas (Day 7) — Phase 4: SEO, social metadata, and date archive
Phase 4 unified canonical and social metadata patterns, improved Spanish search stopwords, and added a date-based archive page linked from the sidebar.
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Reviving Praderas (Day 8) — Phase 5: ES/EN content model, translation pairs, and hreflang
Phase 5 on this repo—English posts under blog/en, optional en/ pages, Lang and Translation_Key metadata, Multilingual plugin, language switcher, hreflang and og:locale, scoped pagination and neighbors, English listing at /en/blog.
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Reviving Praderas (Day 9) — translation migration: batch plan, completed batch 1, and time estimates
Eight-batch ES→EN migration plan, plain-language explanation of AI “context,” a simple timeline, and Batch 1 for Reviving Praderas with real wall-clock time (~20 min) vs traditional localization.
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Tuqan — 9.2: Qwen + opencode Delivered the Stage (The TODOs Helped) but Failed to Hold the Standards
Even with a fine-grained, prioritized backlog (MIGRATION-TODOS.md from stage 9.0) and a detailed stage plan, the local model + opencode managed to deliver functional Proveedores code, but failed to maintain the project's conventions: naming, use of catalog bases, .agents/ updates, legacy routes, and the verification ritual. Lessons on the value of structured TODOs versus accumulated standards discipline.
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Tuqan — Agentic Lessons (13): 100% Autonomous Work Without Babysitting — Cron, Agentic Loops, and Long-Term Strategy
Introspective reflection on executing a full leg of work (Stage 8.7: completing Personalizacion modules, enhancements to matrix and editing, verification) 100% on my own, based only on the user's high-level request. How the initial request could easily be a cron triggering the next leg, using reviewer/Q&A sub-agents, todo tracking, and verification scripts to close the loop without constant human intervention. Planning for detecting gaps before interactive testing and longer-term strategy.
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Tuqan — Agentic Operation Lessons (7): 2407 Lines, Collapsible Sidebar, First Real Module, and Two Debugging Patterns We Keep Repeating
We imported the entire real legacy menu (~106 items + 212 labels), diagnosed its real scale live in the container, chose a left collapsible sidebar when horizontal proved it couldn’t scale, delivered the first real module (Usuarios: listing + forms), and —most importantly— documented two recurring agent anti-patterns in public: blaming opcache with zero proof, and getting stuck on Phroute route syntax. Hard lessons, excellent pace.
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Tuqan — Agentic Operation Lessons (5): Modernizing Composer Dependencies (No Leaps of Faith)
We executed a major coordinated round of composer dependency modernization inside the stepping stone phase. We upgraded Monolog to 2.x, Phroute to 2.2, Former to 5.2, jasny/auth to v2, and set a conservative minimum floor at Illuminate 8 (instead of blindly following Former's ^13 promise). We faced and solved the real compatibility problems between Former 5 and modern Illuminate. All of it under the same Test + Fix Loop discipline and zero tolerance for Xdebug noise.
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Tuqan — Agentic Operation Lessons (Part 3): When Patching Stops Being a Shortcut
The agent applied the compatibility patch that had worked successfully before. But the user pointed out that this pattern would repeat with every old library in the project. This led to a real change in the migration plan: treating the modernization of core functionalities as a required stepping stone before moving forward.
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Tuqan — Agentic Operation Lessons (6): Red Herrings, Technical Debt, and the Menu That Refused to Die
We spent an hour hunting a session bug while the real technical debt (2007-era menu generator hardcoding localhost connections) was laughing at us. Real lessons on red herrings, human-AI collaboration, and why the “correct” solution is sometimes worse than a pragmatic one.
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Tuqan — Agentic Operation Lessons (Part 2): The Missing Commit
The agent had already fixed the failing test on its local machine. The implementation was clean. But the updated test file was never added to the commit that went to the PR. The human reviewer had to spend their time reporting the exact failure. A concrete story of why "Test + Fix Loop" discipline is not overhead — it is the difference between an AI that ships trustworthy increments and one that quietly turns the human into its debugger.
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Tuqan — Agentic Operation Lessons (4): The First Real Step of the Stepping Stone
We executed the first concrete slice of the Core Functionality Modernization phase. We upgraded Twig from 1.44 to 3.27, faced the real-world blocker that ancient libraries create, and discovered that even the landing page was still falling into the cloud 404 because of legacy menu code. We added the exact defensive fallback that was requested. All under the same Test + Fix Loop discipline and zero Xdebug noise.
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Tuqan — Agentic Lessons (12): Automating the Agentic Loop with Tests for a Complete Implement-Test-Push-Merge Cycle
Turning the documented verification strategy (checklists as task source, verify scripts, DB asserts, CI integration) into a fully agentic loop: the agent picks tasks from the list, implements, runs automated tests, pushes and proposes merges... rinse and repeat until the list is finished. Possibly adding a second Q&A reviewer agent to avoid messing things up.
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Tuqan — Local models vs frontier: why Qwen3 + opencode failed at an "easy" task in a complex environment
A real-world experiment with a "state of the art" local coding/agentic model (Qwen3.6 35B via opencode) trying to continue Tuqan's modernization work. The outcome: branch "lamigo/opencode_mess", detached HEAD, entire Docker and scripts trees appearing as untracked, page classes duplicated/moved, local PHP test attempts interpreting "php: command not found" as code test failures, chaotic resets and unstashes that pulled files from master into the wrong tree. Lessons on why current local models still fail in environments with strict contracts, while frontier models + disciplined tooling can diagnose and clean up.
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Tuqan — Agentic Lessons (11): Aplicación Fully Navigable (Profiles, Companies, Menus, Languages, and Permissions)
Closing the vertical slice for the Aplicación section under Administration. Full Perfiles, real Empresas, and modern pages for Menus, Idiomas, and Permisos. The entire submenu is now navigable before we dive into POST handling.
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