lagindicator
AI & Models Agent Dev Tools Markets Notes & Readings Programming Tags

research

Oct 8 Does the Agent Flywheel Actually Spin? A Teardown of Sierra, LangSmith Engine, and Google's Agent-Quality Flywheel AI & Models
Oct 4 Digestion Is Not Absorption: Karpathy's Output Ladder, Feynman's Layer, and an Agent Loop That Closes the Gap AI & Models
Sep 27 Who Owns the Agent's Memory? A Sales Analytics Storyline Built on Established Patterns Agent Dev Tools
Sep 21 Salvatore Sanfilippo's AI Arc: 'Still the Coder, But Augmented' — Then the Switch (2009–2026) Agent Dev Tools
Sep 21 Linus Torvalds's AI Arc: From '90 Percent Marketing' to 'Fork It or Walk Away' (1991–2026) Agent Dev Tools
Sep 21 John Carmack's AI Position: The Kung-Fu Master Who Won't Retire (1990–2026) Agent Dev Tools
Sep 21 DHH's Journey So Far: From Handcrafting Rails to Directing Agents (2004–2026) Agent Dev Tools
Sep 21 Anders Hejlsberg's AI Arc: Porting 500,000 Lines Without Letting AI Drive (1983–2026) Agent Dev Tools
Sep 20 Benchmark Cost Frontiers — Top-10 Performance-per-Dollar Across Coding and Non-Coding Boards (2026-09-20) AI & Models
Sep 19 What Self-Improvement (RSI) Research Offers Agent Builders Who Never Train Models AI & Models
Sep 13 Dictating prompts to an LLM agent: why macOS Dictation gets the jargon wrong, and what OpenWhispr actually does (local models, BYOK, LiteLLM, cost, and the alternatives) Agent Dev Tools
Sep 10 Yes — the incumbents are shipping MCP servers: a Sep-2026 map of first-party MCP, from GitHub and Stripe to Google Workspace, Salesforce and Blender Agent Dev Tools
Sep 10 Codex and Blender: the agent isn't clicking — it's running bpy (plus the Sep-2026 map of agents that control your computer) Agent Dev Tools
Sep 7 Computer Use in Sep 2026: GUI Agents for Desktop, Phone and Pad — Features, Limits per OS, and Where the Community Is Building Agent Dev Tools
Sep 5 Which Coding Harness Are Developers Actually Using? Token Traffic, Community Sentiment, and a Top-5 Snapshot (Sep 2026) Agent Dev Tools
Sep 5 Which AI API Provider Is Most Popular for Coding-Agent Inference? Token Traffic, Community Usage, and Spend Rankings (Sep 2026) AI & Models
Sep 5 The LLM ARR Debate (Sept 2026) — Anthropic's $65B Expectation Miss, the Gross-Up Fight, and the Capex Test AI & Models
Sep 5 Search Gateways Compared: Hound (master-fetch) vs SearXNG vs ddgs Agent Dev Tools
Sep 5 How Top Investors Think: A Group Review of Six Practitioner Books Notes & Readings
Sep 5 DeepSeek Harness Ecosystem as of 5 Sep 2026: Is Vanilla Enough, and Has the Plugin Community Converged? Agent Dev Tools
Sep 5 Coding-Agent Auto-Approval Modes (Sep 2026): What Codex Auto-Review Actually Is, and How Other Harnesses Handle It Agent Dev Tools
Sep 5 Beyond Anthropic, OpenAI, and Google — The OpenRouter Provider Field for Agent & Coding Inference (Sep 2026) AI & Models
Aug 31 Progressive, Uninterrupted Eval Building: A Daily Workflow for Agent-Driven Development Agent Dev Tools
Aug 31 How Evals Meet Agent Memory: Codex Memories and Hermes Agent's “Grows With You” Agent Dev Tools
Aug 30 How LLM Companies Compute ARR — Run-Rate Math, Revenue Recognition, and What the Headlines Actually Mean AI & Models
Aug 30 China A-Shares: Sector Rotation & Hot Money (游资) — Which Models Detect the Effect, How to Monitor It Markets
Aug 29 The AI Agent SDK Landscape — Popularity, Design Philosophy, and Downstream Projects (Aug 2026) AI & Models
Aug 29 LangGraph in 2026 — Deep Dive and Community Views: Low-Code?, Schema Evolution, and Over-Engineering AI & Models
Aug 29 GLM-5.3-Flash Cost Index — Provider Ranking and Session-Level Cost vs DeepSeek V4 Flash AI & Models
Aug 29 DeepSeek V4 Flash Provider Pricing — A Blended Cost Index for Cache Hits, Cache Misses, and Output AI & Models
Aug 29 Codex CLI Orchestration Landscape (Aug 2026): Open-Source Layers That Drive the CLI Agent Dev Tools
Aug 22 Software Testing Types: Unit, Integration, Regression, Smoke, E2E, and System Tests Programming
Aug 21 Handoff and Wayfinder: Useful Agent Skills Without Adopting an Entire Methodology Agent Dev Tools
Aug 13 Self-Improving Agent Frameworks vs. Smart Memory Management: The Tooling Landscape (Aug 2026) Agent Dev Tools
Aug 5 Proxy Pricing by Use Case: Datacenter vs Residential vs Scraping APIs, and What to Pay (Aug 2026) Agent Dev Tools
Aug 4 Polite Web Scraping: Rate-Limit Design Patterns, Whether You Need Proxies, and the AI-Agent-Friendly Open Source Stack Agent Dev Tools
Aug 3 Web Search for Agent CLIs: Tool Ecosystem, Rate-Limit Survival, and Free-Quota Optimization Agent Dev Tools
Aug 3 The Core Agent Loop Pattern in Coding Agent CLIs Agent Dev Tools
Aug 3 Same Model, Different Behavior: What Coding Agent CLIs Change Around the LLM Agent Dev Tools
Aug 3 Coding Agent CLIs: Is the Loop Just the Loop? — Benchmarks, Implementations, and What Actually Differs Agent Dev Tools
Aug 2 Building a Custom AI Coding Assistant by Orchestrating Multiple CLIs Agent Dev Tools

lagindicator — notes and working references.