Ry Walker

Ry Walker https://rywalker.com Essays by Ry Walker on startups, software, and AI. en-us Thu, 16 Jul 2026 19:45:41 GMT <![CDATA[Your Agents Will Find the Dirty Data First]]> https://rywalker.com/agents-find-dirty-data https://rywalker.com/agents-find-dirty-data Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[The Bot Is the Interface. The Agents Are the Units]]> https://rywalker.com/bot-interface-agents-units https://rywalker.com/bot-interface-agents-units Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[Buy the Integration Until It Breaks]]> https://rywalker.com/buy-integration-until-breaks https://rywalker.com/buy-integration-until-breaks Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[The Chaos in Coding Agents Is Our Friend]]> https://rywalker.com/coding-agent-chaos-is-leverage https://rywalker.com/coding-agent-chaos-is-leverage Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[Everything Was an AWS Wrapper Too]]> https://rywalker.com/everything-was-aws-wrapper https://rywalker.com/everything-was-aws-wrapper Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[The In-House Tool Dies When Its Builder Leaves]]> https://rywalker.com/in-house-tool-withers https://rywalker.com/in-house-tool-withers Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[Your Agent Pipeline Is Missing the Back Edge]]> https://rywalker.com/missing-back-edge https://rywalker.com/missing-back-edge Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[Prototype on MCP, Productionize in Code]]> https://rywalker.com/prototype-mcp-productionize https://rywalker.com/prototype-mcp-productionize Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[Your Real Competitor Is the Internal Build]]> https://rywalker.com/real-competitor-internal-build https://rywalker.com/real-competitor-internal-build Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[We Made the Agent Smarter by Deleting Code]]> https://rywalker.com/smarter-by-deleting-code https://rywalker.com/smarter-by-deleting-code Thu, 11 Jun 2026 00:00:00 GMT <![CDATA[The 4X Mandate Without a Measuring Stick]]> https://rywalker.com/4x-mandate-no-measurement https://rywalker.com/4x-mandate-no-measurement Mon, 18 May 2026 00:00:00 GMT <![CDATA[The Agent as ERP Is Not a Metaphor]]> https://rywalker.com/agent-as-erp-not-metaphor https://rywalker.com/agent-as-erp-not-metaphor Mon, 18 May 2026 00:00:00 GMT <![CDATA[The Agent Lab Replaces the Agent Deploy]]> https://rywalker.com/agent-lab-not-deploy https://rywalker.com/agent-lab-not-deploy Mon, 18 May 2026 00:00:00 GMT <![CDATA[Agents Start Broken and That Is the Point]]> https://rywalker.com/agents-start-broken https://rywalker.com/agents-start-broken Mon, 18 May 2026 00:00:00 GMT <![CDATA[Cloud Dev Environments Are the Unlock for Parallel Agent Work]]> https://rywalker.com/cloud-dev-environments-agents https://rywalker.com/cloud-dev-environments-agents Mon, 18 May 2026 00:00:00 GMT <![CDATA[Controllability Beats Magic Every Time]]> https://rywalker.com/controllability-beats-magic https://rywalker.com/controllability-beats-magic Mon, 18 May 2026 00:00:00 GMT <![CDATA[The Forward-Deployed Engineer Is the Wedge]]> https://rywalker.com/fde-is-the-wedge https://rywalker.com/fde-is-the-wedge Mon, 18 May 2026 00:00:00 GMT <![CDATA[Own the Compute Layer or Pay Someone Else's Margin Forever]]> https://rywalker.com/own-the-compute-layer https://rywalker.com/own-the-compute-layer Mon, 18 May 2026 00:00:00 GMT <![CDATA[The Single Pane of Glass Is a Custom App, Not a Chat Window]]> https://rywalker.com/single-pane-custom-app https://rywalker.com/single-pane-custom-app Mon, 18 May 2026 00:00:00 GMT <![CDATA[Because I Had To]]> https://rywalker.com/because-i-had-to https://rywalker.com/because-i-had-to Wed, 06 May 2026 00:00:00 GMT <![CDATA[Follow No Goose Absolutely]]> https://rywalker.com/follow-no-goose https://rywalker.com/follow-no-goose Wed, 06 May 2026 00:00:00 GMT <![CDATA[What I Learned Shutting Down OSSRank]]> https://rywalker.com/ossrank https://rywalker.com/ossrank Wed, 06 May 2026 00:00:00 GMT <![CDATA[The Long Game in Agent Companies]]> https://rywalker.com/long-game-agent-companies https://rywalker.com/long-game-agent-companies Tue, 05 May 2026 00:00:00 GMT <![CDATA[Agents in Production: GTM Mesh and the Death of the ERP]]> https://rywalker.com/agents-in-production https://rywalker.com/agents-in-production Mon, 04 May 2026 00:00:00 GMT <![CDATA[Provocatypes Over Roadmaps]]> https://rywalker.com/provocatypes-over-roadmaps https://rywalker.com/provocatypes-over-roadmaps Mon, 04 May 2026 00:00:00 GMT <![CDATA[From Agent to Platform: Why the GTM Is Services-Shaped]]> https://rywalker.com/agent-to-platform https://rywalker.com/agent-to-platform Sun, 03 May 2026 00:00:00 GMT <![CDATA[The Human Is No Longer the Integration Layer]]> https://rywalker.com/human-as-integration-layer https://rywalker.com/human-as-integration-layer Sun, 03 May 2026 00:00:00 GMT <![CDATA[Pluck a Feather From Each Goose]]> https://rywalker.com/pluck-each-goose https://rywalker.com/pluck-each-goose Sun, 03 May 2026 00:00:00 GMT <![CDATA[The Design Partner Discipline]]> https://rywalker.com/design-partner-discipline https://rywalker.com/design-partner-discipline Sat, 02 May 2026 00:00:00 GMT <![CDATA[The Pilot Is the Product]]> https://rywalker.com/pilot-is-the-product https://rywalker.com/pilot-is-the-product Sat, 02 May 2026 00:00:00 GMT <![CDATA[The Zero-Stickiness Problem at the Tool Layer]]> https://rywalker.com/zero-stickiness-tool-layer https://rywalker.com/zero-stickiness-tool-layer Sat, 02 May 2026 00:00:00 GMT <![CDATA[The Agent Harness Problem]]> https://rywalker.com/agent-harness-problem https://rywalker.com/agent-harness-problem Fri, 01 May 2026 00:00:00 GMT <![CDATA[Agents Are About to Break Out of Engineering]]> https://rywalker.com/agents-beyond-engineering https://rywalker.com/agents-beyond-engineering Fri, 01 May 2026 00:00:00 GMT <![CDATA[The Orchestration Bet]]> https://rywalker.com/orchestration-bet-not-agent https://rywalker.com/orchestration-bet-not-agent Fri, 01 May 2026 00:00:00 GMT <![CDATA[The Real Product Is What Replaces Homegrown]]> https://rywalker.com/replace-homegrown https://rywalker.com/replace-homegrown Fri, 01 May 2026 00:00:00 GMT <![CDATA[Start With the Pain, Not the Platform]]> https://rywalker.com/start-with-the-pain https://rywalker.com/start-with-the-pain Fri, 01 May 2026 00:00:00 GMT <![CDATA[Agents Are Software, and Software Needs a Factory]]> https://rywalker.com/agent-factory-not-harness https://rywalker.com/agent-factory-not-harness Thu, 30 Apr 2026 00:00:00 GMT <![CDATA[The Atomic Agent Mesh: Architecture, Build-vs-Buy, and the Review Layer]]> https://rywalker.com/atomic-agent-mesh https://rywalker.com/atomic-agent-mesh Thu, 30 Apr 2026 00:00:00 GMT <![CDATA[Background Agents Are the Underbuilt Layer]]> https://rywalker.com/background-agents-underbuilt https://rywalker.com/background-agents-underbuilt Thu, 30 Apr 2026 00:00:00 GMT <![CDATA[The Framework Cannot Be the Product]]> https://rywalker.com/framework-cant-be-product https://rywalker.com/framework-cant-be-product Thu, 30 Apr 2026 00:00:00 GMT <![CDATA[Inspectable Logic, Not Black Box Magic]]> https://rywalker.com/inspectable-logic https://rywalker.com/inspectable-logic Thu, 30 Apr 2026 00:00:00 GMT <![CDATA[Tech Context Is Tractable. Org Context Is Not]]> https://rywalker.com/tech-vs-org-context https://rywalker.com/tech-vs-org-context Thu, 30 Apr 2026 00:00:00 GMT <![CDATA[Catch the Buyers Before They Become Builders]]> https://rywalker.com/buyers-before-builders https://rywalker.com/buyers-before-builders Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[Context Engineering Is the Hard Problem]]> https://rywalker.com/context-engineering-hard-problem https://rywalker.com/context-engineering-hard-problem Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[The ERP Is Dead. The Agent Is Your Operating System Now]]> https://rywalker.com/erp-is-dead https://rywalker.com/erp-is-dead Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[The Gap Is Infrastructure, Not Intelligence]]> https://rywalker.com/infrastructure-gap-not-intelligence-gap https://rywalker.com/infrastructure-gap-not-intelligence-gap Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[The Organizational Context Gap]]> https://rywalker.com/organizational-context-gap https://rywalker.com/organizational-context-gap Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[The Primitives Are the Same Across Roles]]> https://rywalker.com/primitives-across-roles https://rywalker.com/primitives-across-roles Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[Users Should Iterate on Agents, Not Developers]]> https://rywalker.com/users-iterate-not-developers https://rywalker.com/users-iterate-not-developers Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[You Need a Directory of Agents]]> https://rywalker.com/agent-directory-problem https://rywalker.com/agent-directory-problem Tue, 28 Apr 2026 00:00:00 GMT <![CDATA[What the Build-vs-Buy Data Actually Shows]]> https://rywalker.com/build-vs-buy-agent-data https://rywalker.com/build-vs-buy-agent-data Tue, 28 Apr 2026 00:00:00 GMT <![CDATA[Flexibility Is Not Optional for Agent Platforms]]> https://rywalker.com/flexibility-is-not-optional https://rywalker.com/flexibility-is-not-optional Tue, 28 Apr 2026 00:00:00 GMT <![CDATA[GTM Mesh: Closing the Gap Between Ad Click and Revenue]]> https://rywalker.com/gtm-mesh https://rywalker.com/gtm-mesh Tue, 28 Apr 2026 00:00:00 GMT <![CDATA[The Harness Layer Has No Moat]]> https://rywalker.com/harness-layer-no-moat https://rywalker.com/harness-layer-no-moat Tue, 28 Apr 2026 00:00:00 GMT <![CDATA[One Human Will Supervise Hundreds of Agents]]> https://rywalker.com/supervising-hundreds-of-agents https://rywalker.com/supervising-hundreds-of-agents Tue, 28 Apr 2026 00:00:00 GMT <![CDATA[The Codebase Is the Territory. The Agent Needs a Map]]> https://rywalker.com/the-codebase-is-the-territory https://rywalker.com/the-codebase-is-the-territory Tue, 28 Apr 2026 00:00:00 GMT <![CDATA[The Arena of Arenas: Why There Is No Winner-Take-All in Agents]]> https://rywalker.com/arena-of-arenas https://rywalker.com/arena-of-arenas Mon, 27 Apr 2026 00:00:00 GMT <![CDATA[Think Small to Win Big]]> https://rywalker.com/compose-bottom-up https://rywalker.com/compose-bottom-up Mon, 27 Apr 2026 00:00:00 GMT <![CDATA[The Forward-Deployed Model Is the Only One That Actually Works]]> https://rywalker.com/forward-deployed-agent-model https://rywalker.com/forward-deployed-agent-model Mon, 27 Apr 2026 00:00:00 GMT <![CDATA[The Framework Trap]]> https://rywalker.com/framework-trap-monetization https://rywalker.com/framework-trap-monetization Mon, 27 Apr 2026 00:00:00 GMT <![CDATA[The Harness Matters as Much as the Model]]> https://rywalker.com/harness-matters-as-much https://rywalker.com/harness-matters-as-much Mon, 27 Apr 2026 00:00:00 GMT <![CDATA[The Mesh of Specialists Pattern]]> https://rywalker.com/mesh-of-specialists https://rywalker.com/mesh-of-specialists Mon, 27 Apr 2026 00:00:00 GMT <![CDATA[Skills Are Software, Not Markdown]]> https://rywalker.com/skills-are-software https://rywalker.com/skills-are-software Mon, 27 Apr 2026 00:00:00 GMT <![CDATA[Agent Build Versus Buy: Why Engineers Keep Building It Themselves]]> https://rywalker.com/agent-build-versus-buy https://rywalker.com/agent-build-versus-buy Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[The Agent Buyer Map: Who Builds, Who Buys]]> https://rywalker.com/agent-buyer-segmentation https://rywalker.com/agent-buyer-segmentation Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[Crowded Starting Line, Empty Finish Line]]> https://rywalker.com/crowded-starting-line https://rywalker.com/crowded-starting-line Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[The Grayscale Between Engineering and Everywhere Else]]> https://rywalker.com/grayscale-engineering-everywhere https://rywalker.com/grayscale-engineering-everywhere Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[The IKEA Effect Is Real for Agent Tooling]]> https://rywalker.com/ikea-effect-agent-tooling https://rywalker.com/ikea-effect-agent-tooling Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[The Operationalization Gap: Where AI Demos Go to Die]]> https://rywalker.com/operationalization-gap https://rywalker.com/operationalization-gap Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[Taste Does Not Scale With Token Throughput]]> https://rywalker.com/taste-doesnt-scale https://rywalker.com/taste-doesnt-scale Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[Three Audiences, Three Agent Strategies]]> https://rywalker.com/three-audiences-agent-strategy https://rywalker.com/three-audiences-agent-strategy Sun, 26 Apr 2026 00:00:00 GMT <![CDATA[Always Too Early, Never Wrong]]> https://rywalker.com/always-too-early-never-wrong https://rywalker.com/always-too-early-never-wrong Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[Controllability Is Not Optional. Enterprise Teams Do Not Want Magic]]> https://rywalker.com/controllability-not-magic https://rywalker.com/controllability-not-magic Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[The Coordination Crisis AI Tooling Created]]> https://rywalker.com/coordination-crisis https://rywalker.com/coordination-crisis Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[Customization Is the Moat, Not Model Quality]]> https://rywalker.com/customization-beats-model https://rywalker.com/customization-beats-model Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[The Harness Is Commoditized. Everything Else Is Not]]> https://rywalker.com/harness-is-commoditized https://rywalker.com/harness-is-commoditized Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[Organizational Context Is the Hardest Problem Nobody Has Solved]]> https://rywalker.com/organizational-context-problem https://rywalker.com/organizational-context-problem Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[Start With the Mirror, Not the Model]]> https://rywalker.com/start-with-the-mirror https://rywalker.com/start-with-the-mirror Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[The Token Reckoning Is Coming]]> https://rywalker.com/token-reckoning-coming https://rywalker.com/token-reckoning-coming Sat, 25 Apr 2026 00:00:00 GMT <![CDATA[Context Is the Moat — Don't Give It Away]]> https://rywalker.com/context-is-the-moat https://rywalker.com/context-is-the-moat Fri, 24 Apr 2026 00:00:00 GMT <![CDATA[Non-Determinism Demands Human Correction Loops]]> https://rywalker.com/human-correction-loops https://rywalker.com/human-correction-loops Fri, 24 Apr 2026 00:00:00 GMT <![CDATA[Human Review Is Not a Limitation]]> https://rywalker.com/human-review-not-limitation https://rywalker.com/human-review-not-limitation Fri, 24 Apr 2026 00:00:00 GMT <![CDATA[Internal AI Tools Have a Twelve-Month Shelf Life]]> https://rywalker.com/internal-tools-shelf-life https://rywalker.com/internal-tools-shelf-life Fri, 24 Apr 2026 00:00:00 GMT <![CDATA[Each Person Needs Their Own Agent Instance]]> https://rywalker.com/per-user-agent-instances https://rywalker.com/per-user-agent-instances Fri, 24 Apr 2026 00:00:00 GMT <![CDATA[Triggered Workflows Generate Most of the Volume]]> https://rywalker.com/triggered-workflows-dominate https://rywalker.com/triggered-workflows-dominate Fri, 24 Apr 2026 00:00:00 GMT <![CDATA[Agent Memory Is Unsolved. Workflow-Scoped Learning Is Not]]> https://rywalker.com/agent-memory-unsolved https://rywalker.com/agent-memory-unsolved Thu, 23 Apr 2026 00:00:00 GMT <![CDATA[When Building Is Cheap, Coordination Breaks]]> https://rywalker.com/cheap-building-coordination-problem https://rywalker.com/cheap-building-coordination-problem Thu, 23 Apr 2026 00:00:00 GMT <![CDATA[Homegrown Platforms Decay]]> https://rywalker.com/homegrown-decay https://rywalker.com/homegrown-decay Thu, 23 Apr 2026 00:00:00 GMT <![CDATA[The Algorithm Should Be Inspectable]]> https://rywalker.com/inspectable-algorithm https://rywalker.com/inspectable-algorithm Thu, 23 Apr 2026 00:00:00 GMT <![CDATA[The Mesh, Not the Monolith]]> https://rywalker.com/mesh-not-monolith https://rywalker.com/mesh-not-monolith Thu, 23 Apr 2026 00:00:00 GMT <![CDATA[Review Is Not a Screen. It Is a Primitive]]> https://rywalker.com/review-as-primitive https://rywalker.com/review-as-primitive Thu, 23 Apr 2026 00:00:00 GMT <![CDATA[Most APIs Are Not Ready for Agents]]> https://rywalker.com/apis-not-ready-for-agents https://rywalker.com/apis-not-ready-for-agents Wed, 22 Apr 2026 00:00:00 GMT <![CDATA[The Convergent Agent Stack]]> https://rywalker.com/convergent-agent-stack https://rywalker.com/convergent-agent-stack Wed, 22 Apr 2026 00:00:00 GMT <![CDATA[Event-Driven Agents Change What Is Possible]]> https://rywalker.com/event-driven-agents https://rywalker.com/event-driven-agents Wed, 22 Apr 2026 00:00:00 GMT <![CDATA[The Harness Is the Product. The Prompt Is Cheap]]> https://rywalker.com/harness-is-the-product https://rywalker.com/harness-is-the-product Wed, 22 Apr 2026 00:00:00 GMT <![CDATA[Why Sandboxes Beat Vector RAG for Code Generation]]> https://rywalker.com/sandboxes-beat-vector-rag https://rywalker.com/sandboxes-beat-vector-rag Wed, 22 Apr 2026 00:00:00 GMT <![CDATA[What Workflow-First Looks Like in Practice]]> https://rywalker.com/workflow-first-in-practice https://rywalker.com/workflow-first-in-practice Wed, 22 Apr 2026 00:00:00 GMT <![CDATA[The Agent Infra Maturity Gradient]]> https://rywalker.com/agent-infra-maturity-gradient https://rywalker.com/agent-infra-maturity-gradient Tue, 21 Apr 2026 00:00:00 GMT <![CDATA[Sessions Replace Tasks, Runs, and Threads]]> https://rywalker.com/sessions-replace-tasks-runs-threads https://rywalker.com/sessions-replace-tasks-runs-threads Tue, 21 Apr 2026 00:00:00 GMT <![CDATA[The Three Phases of AI-Assisted Engineering]]> https://rywalker.com/three-phases-of-ai-engineering https://rywalker.com/three-phases-of-ai-engineering Tue, 21 Apr 2026 00:00:00 GMT <![CDATA[Two Maintenance Curves: Infrastructure Decreases, Context Never Stops]]> https://rywalker.com/two-maintenance-curves https://rywalker.com/two-maintenance-curves Tue, 21 Apr 2026 00:00:00 GMT <![CDATA[The Unit of AI Consumption Is the Organization]]> https://rywalker.com/unit-of-ai-consumption-is-organization https://rywalker.com/unit-of-ai-consumption-is-organization Tue, 21 Apr 2026 00:00:00 GMT <![CDATA[The Agent Is the Primitive, Not the Automation]]> https://rywalker.com/agent-as-primitive https://rywalker.com/agent-as-primitive Mon, 20 Apr 2026 00:00:00 GMT <![CDATA[Agent Memory Is the Defensible Layer]]> https://rywalker.com/agent-memory-defensible-layer https://rywalker.com/agent-memory-defensible-layer Mon, 20 Apr 2026 00:00:00 GMT <![CDATA[The Agent Stack Build-vs-Buy Map]]> https://rywalker.com/agent-stack-build-vs-buy https://rywalker.com/agent-stack-build-vs-buy Mon, 20 Apr 2026 00:00:00 GMT <![CDATA[Code Review Becomes the Bottleneck]]> https://rywalker.com/code-review-becomes-the-bottleneck https://rywalker.com/code-review-becomes-the-bottleneck Mon, 20 Apr 2026 00:00:00 GMT <![CDATA[The Submodule Problem Is the Whole Problem in Miniature]]> https://rywalker.com/submodule-problem-agents https://rywalker.com/submodule-problem-agents Mon, 20 Apr 2026 00:00:00 GMT <![CDATA[Automating Knowledge Work Is Software Engineering]]> https://rywalker.com/automating-knowledge-work-is-software https://rywalker.com/automating-knowledge-work-is-software Sun, 19 Apr 2026 00:00:00 GMT <![CDATA[The Declarative Atomic Agent]]> https://rywalker.com/declarative-atomic-agent https://rywalker.com/declarative-atomic-agent Sun, 19 Apr 2026 00:00:00 GMT <![CDATA[Start With Workflows, Not Roles]]> https://rywalker.com/start-with-workflows https://rywalker.com/start-with-workflows Sun, 19 Apr 2026 00:00:00 GMT <![CDATA[Three Layers of Agent Context, and Most Agents Have Zero]]> https://rywalker.com/three-layers-of-agent-context https://rywalker.com/three-layers-of-agent-context Sun, 19 Apr 2026 00:00:00 GMT <![CDATA[The Agent Made a New Type Instead of Finding the Real One]]> https://rywalker.com/agent-pr-from-the-wrong-type https://rywalker.com/agent-pr-from-the-wrong-type Sat, 18 Apr 2026 00:00:00 GMT <![CDATA[Agents Are Software, Not Prompts]]> https://rywalker.com/agents-are-software-not-prompts https://rywalker.com/agents-are-software-not-prompts Sat, 18 Apr 2026 00:00:00 GMT <![CDATA[Every Obvious AI Idea Gets Commoditized in Weeks]]> https://rywalker.com/obvious-ai-ideas-commoditize https://rywalker.com/obvious-ai-ideas-commoditize Sat, 18 Apr 2026 00:00:00 GMT <![CDATA[The Mirror Problem]]> https://rywalker.com/the-mirror-problem https://rywalker.com/the-mirror-problem Sat, 18 Apr 2026 00:00:00 GMT <![CDATA[The Mega-Agent Fantasy Is Already Falling Apart]]> https://rywalker.com/mega-agent-fantasy https://rywalker.com/mega-agent-fantasy Fri, 17 Apr 2026 00:00:00 GMT <![CDATA[The Procurement Trap]]> https://rywalker.com/procurement-trap-ai-agents https://rywalker.com/procurement-trap-ai-agents Fri, 17 Apr 2026 00:00:00 GMT <![CDATA[Vibe Code Has No Production Strategy]]> https://rywalker.com/vibe-code-no-production-strategy https://rywalker.com/vibe-code-no-production-strategy Fri, 17 Apr 2026 00:00:00 GMT <![CDATA[The Demo Is Not the Deployment]]> https://rywalker.com/demo-is-not-deployment https://rywalker.com/demo-is-not-deployment Thu, 16 Apr 2026 00:00:00 GMT <![CDATA[Personal AI Agents: The Complete Landscape]]> https://rywalker.com/openclaw-alternatives-2026 https://rywalker.com/openclaw-alternatives-2026 Sat, 21 Feb 2026 00:00:00 GMT <![CDATA[Rise of the Agents: An AI Coding Ecosystem Map]]> https://rywalker.com/rise-of-the-agents https://rywalker.com/rise-of-the-agents Fri, 13 Feb 2026 00:00:00 GMT <![CDATA[Becoming an Open Source Champion]]> https://rywalker.com/oss-champion https://rywalker.com/oss-champion Tue, 10 Feb 2026 00:00:00 GMT <![CDATA[Podcasts I Love]]> https://rywalker.com/podcasts-i-love https://rywalker.com/podcasts-i-love Tue, 10 Feb 2026 00:00:00 GMT <![CDATA[The Tembo Manifesto]]> https://rywalker.com/tembo-manifesto https://rywalker.com/tembo-manifesto Tue, 10 Feb 2026 00:00:00 GMT <![CDATA[Claude Code Just Got a Serious Upgrade, and I Can't Stop Using It]]> https://rywalker.com/claude-code-46-upgrade https://rywalker.com/claude-code-46-upgrade Sun, 08 Feb 2026 00:00:00 GMT <![CDATA[Outbound Sales Is Broken (And AI Won't Save It)]]> https://rywalker.com/outbound-sales-is-broken https://rywalker.com/outbound-sales-is-broken Fri, 06 Feb 2026 00:00:00 GMT <![CDATA[Where to Start If Your Outbound Is Stuck]]> https://rywalker.com/outbound-where-to-start https://rywalker.com/outbound-where-to-start Thu, 05 Feb 2026 00:00:00 GMT <![CDATA[The Underrated Power of a Positive Attitude]]> https://rywalker.com/power-of-positive-attitude https://rywalker.com/power-of-positive-attitude Thu, 05 Feb 2026 00:00:00 GMT <![CDATA[Measuring Developer Performance (And Why AI Might Make It Worse)]]> https://rywalker.com/measuring-developer-performance https://rywalker.com/measuring-developer-performance Wed, 04 Feb 2026 00:00:00 GMT <![CDATA[The Uncomfortable Truth About Outbound]]> https://rywalker.com/outbound-uncomfortable-truth https://rywalker.com/outbound-uncomfortable-truth Wed, 04 Feb 2026 00:00:00 GMT <![CDATA[Going Stats-Free: Why Sometimes the Numbers Don't Matter]]> https://rywalker.com/going-stats-free https://rywalker.com/going-stats-free Tue, 03 Feb 2026 00:00:00 GMT <![CDATA[The Outbound Math Has Changed]]> https://rywalker.com/outbound-math-changed https://rywalker.com/outbound-math-changed Tue, 03 Feb 2026 00:00:00 GMT <![CDATA[What Actually Helps Developer Performance]]> https://rywalker.com/what-actually-helps-dev-perf https://rywalker.com/what-actually-helps-dev-perf Tue, 03 Feb 2026 00:00:00 GMT <![CDATA[The Gaming Problem Never Goes Away]]> https://rywalker.com/dev-perf-gaming-problem https://rywalker.com/dev-perf-gaming-problem Mon, 02 Feb 2026 00:00:00 GMT <![CDATA[Embracing Uncertainty in Conversation]]> https://rywalker.com/embracing-uncertainty-in-conversation https://rywalker.com/embracing-uncertainty-in-conversation Mon, 02 Feb 2026 00:00:00 GMT <![CDATA[Manufacturing Warm at Scale]]> https://rywalker.com/manufacturing-warm-at-scale https://rywalker.com/manufacturing-warm-at-scale Mon, 02 Feb 2026 00:00:00 GMT <![CDATA[Finding the Balance Between Data and Intuition]]> https://rywalker.com/data-intuition-balance https://rywalker.com/data-intuition-balance Sun, 01 Feb 2026 00:00:00 GMT <![CDATA[Top Performer Analysis: The Real Opportunity in AI Tool Telemetry]]> https://rywalker.com/top-performer-analysis https://rywalker.com/top-performer-analysis Sun, 01 Feb 2026 00:00:00 GMT <![CDATA[The Trust Collapse in B2B Outbound]]> https://rywalker.com/trust-collapse-sales https://rywalker.com/trust-collapse-sales Sun, 01 Feb 2026 00:00:00 GMT <![CDATA[The AI Coding Tool Wrinkle]]> https://rywalker.com/ai-coding-tool-wrinkle https://rywalker.com/ai-coding-tool-wrinkle Sat, 31 Jan 2026 00:00:00 GMT <![CDATA[Always Exceptions, and That Is Fine]]> https://rywalker.com/always-exceptions-enrich https://rywalker.com/always-exceptions-enrich Sat, 31 Jan 2026 00:00:00 GMT <![CDATA[The Automation Arms Race Nobody Wins]]> https://rywalker.com/automation-arms-race https://rywalker.com/automation-arms-race Sat, 31 Jan 2026 00:00:00 GMT <![CDATA[The Case for Intuition]]> https://rywalker.com/case-for-intuition https://rywalker.com/case-for-intuition Fri, 30 Jan 2026 00:00:00 GMT <![CDATA[The GTM vs. R&D Measurement Gap]]> https://rywalker.com/gtm-vs-rd-measurement-gap https://rywalker.com/gtm-vs-rd-measurement-gap Fri, 30 Jan 2026 00:00:00 GMT <![CDATA[The Tyranny of Show Me the Data]]> https://rywalker.com/tyranny-of-show-me-data https://rywalker.com/tyranny-of-show-me-data Thu, 29 Jan 2026 00:00:00 GMT 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