https://bubblenews.today/en/Recent personal AI knowledge base updatesenhttps://bubblenews.today/en/highlights/2026-09-02-prompting-claude-fable-5-1/https://bubblenews.today/en/highlights/2026-09-02-prompting-claude-fable-5-1/Wed, 02 Sep 2026 00:00:00 GMTAnthropic's guidance for Claude Fable 5.1: choosing effort, keeping users informed, batching tools, preserving append-only history, finishing tasks, controlling scope, coordinating subagents, and improving vision workflows.https://bubblenews.today/en/highlights/2026-09-02-the-anatomy-of-effective-commerce-agents/https://bubblenews.today/en/highlights/2026-09-02-the-anatomy-of-effective-commerce-agents/Wed, 02 Sep 2026 00:00:00 GMTAnthropic's production architecture for commerce agents: a single agent with skills and business tools, supported by latency, caching, memory, safety, evaluation, and organizational practices.https://bubblenews.today/en/highlights/2026-08-27-warp-self-improving-agents-claude/https://bubblenews.today/en/highlights/2026-08-27-warp-self-improving-agents-claude/Thu, 27 Aug 2026 00:00:00 GMTWarp turns one-off human feedback into skill files: an inner base skill does the work, an outer improver skill digests feedback on a schedule and opens PRs, so agent output keeps getting sharper with use.https://bubblenews.today/en/highlights/2026-08-27-what-it-takes-for-coding-agents-to-complete-large-software-tasks/https://bubblenews.today/en/highlights/2026-08-27-what-it-takes-for-coding-agents-to-complete-large-software-tasks/Thu, 27 Aug 2026 00:00:00 GMTFactory's ProgramBench study shows why coding agents stop early on large software tasks, and how an independent executable standard of completion can push them toward behavioral parity.https://bubblenews.today/en/highlights/2026-08-25-build-a-long-running-agent-open-source-harness/https://bubblenews.today/en/highlights/2026-08-25-build-a-long-running-agent-open-source-harness/Tue, 25 Aug 2026 00:00:00 GMTA complete walkthrough of the model loop, MCP, skills, sandbox execution, subagents, context compaction, approval gates, and durable event streams behind a long-running agent.https://bubblenews.today/en/highlights/2026-08-21-what-is-reasoning/https://bubblenews.today/en/highlights/2026-08-21-what-is-reasoning/Fri, 21 Aug 2026 00:00:00 GMTA short explanation of how reasoning traces work, how reasoning effort enters the system prompt, and why disabling native reasoning can expose unexpected scratch work.https://bubblenews.today/en/highlights/2026-08-20-hot-take-llm-can-jump/https://bubblenews.today/en/highlights/2026-08-20-hot-take-llm-can-jump/Thu, 20 Aug 2026 00:00:00 GMTAn interconnected-knowledge thesis: what it means for scientific breakthroughs, potential safety risks, and continual learning.https://bubblenews.today/en/highlights/2026-08-10-inside-the-harness-pi/https://bubblenews.today/en/highlights/2026-08-10-inside-the-harness-pi/Mon, 10 Aug 2026 00:00:00 GMTNick Nisi explains why treating pi as a faster Claude Code missed its real value: an extension surface that lets tooling move from outside the coding harness into the session itself.https://bubblenews.today/en/highlights/2026-08-09-minimax-h3-ama/https://bubblenews.today/en/highlights/2026-08-09-minimax-h3-ama/Sun, 09 Aug 2026 00:00:00 GMTMiniMax answers key questions about H3's open-source roadmap, 2K regeneration, sparse attention, low-step variants, image generation, and distant-subject quality.https://bubblenews.today/en/highlights/2026-08-07-how-to-keep-thinking/https://bubblenews.today/en/highlights/2026-08-07-how-to-keep-thinking/Fri, 07 Aug 2026 00:00:00 GMTSean Goedecke reflects on how AI-driven context switching favors fast judgment over deep thought, and why reading books and writing in your own words can preserve the habit of thinking slowly.https://bubblenews.today/en/highlights/2026-07-30-ai-basics-cli-harness-skills-html-github/https://bubblenews.today/en/highlights/2026-07-30-ai-basics-cli-harness-skills-html-github/Thu, 30 Jul 2026 00:00:00 GMTA plain-language guide to CLI, harnesses, skills, HTML, and GitHub for readers building practical AI literacy without a technical background.https://bubblenews.today/en/highlights/2026-07-30-the-session-you-cannot-take-with-you/https://bubblenews.today/en/highlights/2026-07-30-the-session-you-cannot-take-with-you/Thu, 30 Jul 2026 00:00:00 GMTInference APIs increasingly bind sessions to providers through encrypted reasoning, hidden search context, opaque compaction, sealed subagent messages, and server-side IDs.https://bubblenews.today/en/highlights/2026-07-29-templates-variables/https://bubblenews.today/en/highlights/2026-07-29-templates-variables/Wed, 29 Jul 2026 00:00:00 GMTHyperFrames explains how typed composition variables turn one video build into reusable templates for personalized local, cloud, and Lambda batch rendering.https://bubblenews.today/en/highlights/2026-07-28-we-rewrote-our-agent-durable-object-pi-agents-sdk-code-mode/https://bubblenews.today/en/highlights/2026-07-28-we-rewrote-our-agent-durable-object-pi-agents-sdk-code-mode/Tue, 28 Jul 2026 00:00:00 GMTMiguel explains how camelAI replaced always-on VMs with Durable Objects, SQLite, R2, Pi, Code Mode, dynamic Workers, and narrowly scoped Linux containers.https://bubblenews.today/en/highlights/2026-07-28-why-software-factories-fail-benchmarking-new-frontier/https://bubblenews.today/en/highlights/2026-07-28-why-software-factories-fail-benchmarking-new-frontier/Tue, 28 Jul 2026 00:00:00 GMTDex Horthy tests Opus 4.8, Sonnet 5, and Opus 5 on SlopCodeBench to measure whether frontier models can evolve a codebase across incrementally revealed requirements.https://bubblenews.today/en/highlights/2026-07-27-prompt-caching-in-agents/https://bubblenews.today/en/highlights/2026-07-27-prompt-caching-in-agents/Mon, 27 Jul 2026 00:00:00 GMTHow prompt caching shapes the cost, latency, tools, and architecture of coding agents, and what Pi does to keep cache behavior visible.https://bubblenews.today/en/highlights/2026-07-26-cloud-rendering/https://bubblenews.today/en/highlights/2026-07-26-cloud-rendering/Sun, 26 Jul 2026 00:00:00 GMTHyperFrames explains how its cloud renderer moves the same project from local Chrome and FFmpeg to managed infrastructure, including templates, CI, callbacks, and idempotent production workflows.https://bubblenews.today/en/highlights/2026-07-25-claude-design/https://bubblenews.today/en/highlights/2026-07-25-claude-design/Sat, 25 Jul 2026 00:00:00 GMTHyperFrames explains how Claude Design's brand-aware HTML and CSS output can move directly into a video workflow, and where Claude Code improves the final render.https://bubblenews.today/en/highlights/2026-07-24-why-software-factories-fail/https://bubblenews.today/en/highlights/2026-07-24-why-software-factories-fail/Fri, 24 Jul 2026 00:00:00 GMTDex Horthy examines why lights-off AI software factories degrade codebase maintainability, why current benchmarks miss design quality, and where human review still matters.https://bubblenews.today/en/highlights/2026-07-15-lets-build-claude-code-harness-step-by-step/https://bubblenews.today/en/highlights/2026-07-15-lets-build-claude-code-harness-step-by-step/Wed, 15 Jul 2026 00:00:00 GMTA step-by-step reconstruction of a Claude Code-style agent harness with the core loop, tools, planning, subagents, sandboxing, approvals, memory, and checkpointing in CrewAI.