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Same disposition, sharper words", "length_target": "900-1200w", "voice_register": "Register 1 (builder-manifesto)", "wiki_url": "/wiki/spec-first-taste/" }, { "type": "Theme", "id": "theme.career-reflection", "slug": "career-reflection", "label": "Career reflection — IC path, learning, market lift", "tier": "theme", "one_line": "IC path is legitimate; AI-era amplifies IC leverage; learning compounds when you study concepts not tools; help the market flourish", "length_target": "1000-1400w", "voice_register": "Register 3 (mentor-mode) + autobiographical disclosures", "wiki_url": "/wiki/career-reflection/" }, { "type": "Theme", "id": "theme.linkedin-as-instrument", "slug": "linkedin-as-instrument", "label": "LinkedIn as instrument — the meta-platform game", "tier": "theme", "one_line": "LinkedIn is a platform to be gamed productively; posting IS the thinking; the loop closes when others learn", "length_target": "800-1000w", "voice_register": "Register 1 (meta-aware transparency)", "wiki_url": "/wiki/linkedin-as-instrument/" }, { "type": "Theme", "id": "theme.personal-projects-tinkering", "slug": "personal-projects-tinkering", "label": "Personal projects — ship it or it doesn't exist", "tier": "theme", "one_line": "Ideas are cheap; the prototype is the argument; the loop closes when posted (build → post → teach → learn → build)", "length_target": "800-1200w", "voice_register": "Register 1 (builder-pride low-boast high-show)", "wiki_url": "/wiki/personal-projects-tinkering/" }, { "type": "Belief", "id": "belief.substance-over-hype", "label": "Reduce any hyped category to its substrate, then evaluate. 8-year through-line.", "tier": "1", "parent_theme": "theme.root", "status": "confirmed (ROOT DISPOSITION)", "evidence": "3 rounds, 2018-03-06 to 2025-12-04" }, { "type": "Belief", "id": "belief.agent-first", "label": "Start thinking agent-first — both building and serving lens. Platforms that cannot talk to autonomous agents are behind.", "tier": "1", "parent_theme": "theme.agent-first", "status": "confirmed", "evidence": "11+ posts, 2023-03-24 to 2026-04-23" }, { "type": "Belief", "id": "belief.context-over-prompt", "label": "Context > Prompt. Personal and organizational context is the lever; prompt string is the I/O seam.", "tier": "1", "parent_theme": "theme.agent-first", "status": "confirmed", "evidence": "3 rounds, 2026-04-09" }, { "type": "Belief", "id": "belief.spec-over-sprint", "label": "Spec > Sprint. When you have specced every pixel, a generative tool gives you a worse version of what you already decided.", "tier": "1", "parent_theme": "theme.spec-first-taste", "status": "confirmed", "evidence": "3 rounds, 2026-04-09" }, { "type": "Belief", "id": "belief.taste-over-execution", "label": "Taste > Execution. In an AI era that commoditizes execution, the bottleneck and differentiator is taste.", "tier": "1", "parent_theme": "theme.spec-first-taste", "status": "confirmed", "evidence": "3 rounds, 2026-04-09" }, { "type": "Belief", "id": "belief.anti-customization", "label": "Extremely opinionated against customization settings in enterprise products. Each one signals a design decision deferred to the user. Scope: enterprise (consumer untested).", "tier": "1", "parent_theme": "theme.pm-taste", "status": "confirmed", "evidence": "3 rounds, 2025-12-04" }, { "type": "Belief", "id": "belief.pm-is-99-should-we-1-can-we", "label": "PM is the grind of answering 99 \"should we?\" to get to that 1 \"can we?\".", "tier": "1", "parent_theme": "theme.pm-taste", "status": "confirmed", "evidence": "5 rounds, 2022-06-03 anchor" }, { "type": "Belief", "id": "belief.ai-pm-skillset-table-stakes", "label": "AI fluency is table stakes for PMs; relevant archetype is application-layer (using models to unlock growth), not foundation-layer. AI replaces the grunt; taste is irreducible.", "tier": "1", "parent_theme": "theme.ai-pm-skillset", "status": "confirmed", "evidence": "4 rounds, 2023-03-14 anchor" }, { "type": "Belief", "id": "belief.learn-concepts-not-tools", "label": "Strive to learn concepts, not tools. Frameworks endure; tools rotate.", "tier": "1", "parent_theme": "theme.career-reflection", "status": "confirmed", "evidence": "4 rounds, 2019-12-04 anchor" }, { "type": "Belief", "id": "belief.llm-as-primary-daily-tool", "label": "LLMs are a great tool. I use them daily more than any other tool in my stack. (Renamed from llm-as-voice-extension; reframed as factual daily-use claim, not \"extension of self.\")", "tier": "1", "parent_theme": "theme.ai-pm-skillset", "status": "confirmed", "evidence": "3 rounds, 2023-03-01 onwards" }, { "type": "Belief", "id": "belief.enterprise-ai-production-reality", "label": "Roughly 80% of enterprise AI experiments don't reach production. The gap between demo and deployment is wider than vendors admit. (Frame retained; specific 10-to-2 number dropped at lock.)", "tier": "1", "parent_theme": "theme.enterprise-ai-reality", "status": "confirmed", "evidence": "5 rounds, 2024-09-04 anchor" }, { "type": "Belief", "id": "belief.second-brain-is-context-layer", "label": "Personal context layer for AI sessions. Built this for me, hobbyist scope, Karpathy-inspired. Pattern probably generalizes for builders working with AI tools daily.", "tier": "1", "parent_theme": "theme.second-brain", "status": "confirmed", "evidence": "4 rounds, 2026-04-23 canonical" }, { "type": "Belief", "id": "belief.self-instrumentation", "label": "Retrospection is a real powerful tool. Observable patterns and personal apparatus as leverage.", "tier": "1", "parent_theme": "theme.second-brain", "status": "confirmed", "evidence": "4 rounds, 2018-05-28 earliest" }, { "type": "Belief", "id": "belief.help-market-flourish", "label": "Go increase the size of the pie if you want a bigger share. Collaborative-growth over zero-sum. **2026-04 live evidence: this repo (agamarora/agamarora) is open-source as a direct application of this principle.**", "tier": "1", "parent_theme": "theme.career-reflection", "status": "confirmed (live)", "evidence": "3 rounds, 2017-09-14 origin + 2026-04-26 repo-as-evidence" }, { "type": "Belief", "id": "belief.ic-path-legitimacy", "label": "Individual Contributor path is a valid career arc. People management is critical but not for everyone. **2026 reframe: AI-era amplifies IC leverage — IC + AI agents = throughput closer to a small team than ever.**", "tier": "1", "parent_theme": "theme.career-reflection", "status": "confirmed", "evidence": "2 rounds, 2021-10-30 + 2026-04-26 reframe" }, { "type": "Belief", "id": "belief.linkedin-as-instrumental-platform", "label": "LinkedIn is a platform to be gamed productively. Posting IS the thinking. The loop closes when others learn (build → post → teach → learn → build).", "tier": "1", "parent_theme": "theme.linkedin-as-instrument", "status": "confirmed", "evidence": "5 rounds, 2017-01-20 seed to 2024-07-04" }, { "type": "Belief", "id": "belief.ship-the-prototype", "label": "Build to validate; don't just conceptualize. The prototype is the argument. (Absorbs former tinker-publicly belief as loop-closure framing per A3.)", "tier": "1", "parent_theme": "theme.personal-projects-tinkering", "status": "confirmed", "evidence": "5 rounds, 2020-05-19 canonical" }, { "type": "Belief", "id": "belief.breadth-as-differentiation", "label": "Breadth of knowledge across domains is a professional differentiator.", "tier": "1", "parent_theme": "theme.breadth-as-differentiation", "status": "confirmed", "evidence": "R2 theme-level, 18+ posts E1-E4" }, { "type": "Belief", "id": "belief.breadth-needs-depth", "label": "If your breadth has no depth, you are what one could call a Human-GPT. Choose your niche and invest. **Humanness-as-depth extension is Agam's synthesis (April 2024 EQ post predates September 2024 Mo Gawdat citation).**", "tier": "1", "parent_theme": "theme.breadth-as-differentiation", "status": "confirmed", "evidence": "3 rounds, 2024-04-12 anchor + April 2024 EQ post" }, { "type": "Belief", "id": "belief.agent-first-ecosystem-instinct", "label": "ChatGPT plugins were the first AI marketplace. Early 2023 seed of the serving-lens agent thesis.", "tier": "2", "parent_theme": "theme.agent-first", "status": "", "evidence": "2023-03-24" }, { "type": "Belief", "id": "belief.application-layer-is-where-safety-lives", "label": "Agents should be kept away from decision-making unless evaluable programmatically; safety is an application problem.", "tier": "2", "parent_theme": "theme.agent-first", "status": "", "evidence": "2026-01-06 canonical" }, { "type": "Belief", "id": "belief.reversibility-over-consequences", "label": "Decouple tokens from decisions; GIT-style reversibility at orchestration layer.", "tier": "2", "parent_theme": "theme.agent-first", "status": "", "evidence": "2026-01-06" }, { "type": "Belief", "id": "belief.agent-layer-is-threat-surface", "label": "The model was not broken, the agent layer was; security vulnerabilities migrated from model weights to agent orchestration.", "tier": "2", "parent_theme": "theme.agent-first", "status": "", "evidence": "2024-06-06 + 2025-11-17" }, { "type": "Belief", "id": "belief.prompts-as-engineering-primitive", "label": "Prompts are plumbing inside the agent: guardrails, tool-calling, output parsing. Not user-facing UX.", "tier": "2", "parent_theme": "theme.agent-first", "status": "", "evidence": "2025-07-17" }, { "type": "Belief", "id": "belief.kill-prompting", "label": "We need to kill prompting. (Stance evolved per A1: prompting → context engineering → harness engineering. Verdict held; layer migrated.)", "tier": "2", "parent_theme": "theme.agent-first", "status": "", "evidence": "2024-12-24 + 2026 evolution" }, { "type": "Belief", "id": "belief.ico-is-funding-not-product", "label": "ICO is a fundraising tool, not a product.", "tier": "2", "parent_theme": "theme.root", "status": "", "evidence": "2018-02-15" }, { "type": "Belief", "id": "belief.ai-fluency-required", "label": "Modern jobs will soon require AI tools as fluent as PowerPoint and Excel.", "tier": "2", "parent_theme": "theme.ai-pm-skillset", "status": "", "evidence": "2023-03-19" }, { "type": "Belief", "id": "belief.its-not-the-model-its-the-problem", "label": "Frame the business problem first; let model selection follow.", "tier": "2", "parent_theme": "theme.ai-pm-skillset", "status": "", "evidence": "2021-07-14" }, { "type": "Belief", "id": "belief.moats-are-infra-talent-data", "label": "The three durable enterprise AI moats are infrastructure, talent, and data. The model is not on the list.", "tier": "2", "parent_theme": "theme.enterprise-ai-reality", "status": "", "evidence": "2024-12-04" }, { "type": "Belief", "id": "belief.data-readiness-is-pipeline-not-corpus", "label": "AI-ready data means continuous collection and transformation systems, not just a large historical corpus.", "tier": "2", "parent_theme": "theme.enterprise-ai-reality", "status": "", "evidence": "2024-06-07 Collab" }, { "type": "Belief", "id": "belief.quantified-self-as-mindfulness", "label": "It isn't the tool, it's the habit of being mindful with time.", "tier": "2", "parent_theme": "theme.second-brain", "status": "", "evidence": "2020-02-20" }, { "type": "Belief", "id": "belief.personal-website-is-present-tense", "label": "You are a brand, and you should have your own nameplate. Ship it.", "tier": "2", "parent_theme": "theme.personal-projects-tinkering", "status": "", "evidence": "2023-04-16" }, { "type": "Belief", "id": "belief.pm-is-featherless-hat", "label": "Product management is a featherless hat — omnipresent yet indistinguishable if done properly.", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "2021-09-22" }, { "type": "Belief", "id": "belief.pm-as-parenting", "label": "Building a product is like raising a child — make tough decisions, protect from distortion.", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "2021-07-12" }, { "type": "Belief", "id": "belief.data-literacy-is-pm-core", "label": "Correlation is not causation. Measurement discipline as PM fundamental.", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "2022-05-17 umbrella anchor" }, { "type": "Belief", "id": "belief.build-measure-learn", "label": "Lean Startup loop. Smallest feature set, measure, iterate.", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "2016-01-04 earliest" }, { "type": "Belief", "id": "belief.idea-validation-3-pillars", "label": "Value, Consumers, Scalability — three-pillar validation frame.", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "2020-07-04" }, { "type": "Belief", "id": "belief.non-functional-reqs-are-dominant-failure-mode", "label": "Non-functional requirements are not tick boxes but primary PM work. (Renamed from belief.non-functional-reqs-are-55pct-of-failure; 55% Standish citation dropped per E4.)", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "2024-03-08 Collab anchor" }, { "type": "Belief", "id": "belief.design-thinking-as-speed-tool", "label": "Design thinking is stakeholder alignment + diverse feedback, not UI/UX first. Jupyter notebook + paper wireframe as feedback loop.", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "2024-05-24 Collab" }, { "type": "Belief", "id": "belief.strong-opinion-about-no-strong-opinions", "label": "I have a very strong opinion about having no strong opinions. Paradox-as-voice. **Explicit named meta-belief on pm-taste page per A2 — licenses every other belief on that page.**", "tier": "2", "parent_theme": "theme.pm-taste", "status": "", "evidence": "3 rounds, 2021-12-12" }, { "type": "Belief", "id": "belief.certifications-are-collectibles", "label": "Certifications fuel personal achievement but do not validate competence. Peer-voted badges acceptable; exam-gated certs rejected.", "tier": "2", "parent_theme": "theme.career-reflection", "status": "", "evidence": "2024-11-15 canonical" }, { "type": "Belief", "id": "belief.muscle-memory-over-novelty", "label": "Deliberate practice via repetition of frameworks (re-watch, re-read) over novelty.", "tier": "2", "parent_theme": "theme.career-reflection", "status": "", "evidence": "2025-12-26 Doshi anchor" }, { "type": "Belief", "id": "belief.two-roles-ahead-framing", "label": "When picking your next role, optimize for the role after that. Routine career heuristic Agam deploys in mentoring. **Elevated from peripheral to named belief tier per F2.**", "tier": "2", "parent_theme": "theme.career-reflection", "status": "", "evidence": "FarEye-to-AIonOS transition + mentoring evidence" }, { "type": "Belief", "id": "belief.never-be-smartest-in-room", "label": "Never be the smartest person in the room; if you feel you are, get more people in the room or change the room. **Demoted from co-root to standard belief per F4. Scope: team-joining heuristic.**", "tier": "2", "parent_theme": "theme.career-reflection", "status": "", "evidence": "4 rounds, 2019-07-11" }, { "type": "Belief", "id": "belief.ai-is-the-next-wave", "label": "theme.ai-pm-skillset origin node", "tier": "3", "parent_theme": null, "status": "peripheral (historical ancestor)", "evidence": "" }, { "type": "Belief", "id": "belief.tech-as-enabler", "label": "theme.ai-pm-skillset historical note", "tier": "3", "parent_theme": null, "status": "peripheral (softened, not superseded)", "evidence": "" }, { "type": "Belief", "id": "belief.gaming-as-economic-intuition", "label": "theme.personal-projects-tinkering historical context for V2 Games as career stage", "tier": "3", "parent_theme": null, "status": "peripheral", "evidence": "" }, { "type": "Belief", "id": "belief.lead-yourself-first", "label": "theme.career-reflection historical", "tier": "3", "parent_theme": null, "status": "peripheral (E1)", "evidence": "" }, { "type": "Belief", "id": "belief.mcp-as-enterprise-primitive", "label": "theme.enterprise-ai-reality ghost annotation", "tier": "3", "parent_theme": null, "status": "ghost (resume-grounded only, intentional under-share)", "evidence": "" }, { "type": "Belief", "id": "belief.voice-as-enterprise-wedge", "label": "theme.voice-ai-craft ghost annotation", "tier": "3", "parent_theme": null, "status": "ghost (intentional under-share per Decision 2)", "evidence": "" }, { "type": "Belief", "id": "belief.silence-precedes-crystallization", "label": "R4 REFINE/DEMOTE: Decision 5 binding + weak evidence (2 positive, 7 counter-cases). Re-homed as wiki narrative footnote.", "tier": "dropped", "status": "retired" }, { "type": "Belief", "id": "belief.outcome-billing-over-hourly", "label": "R4 DEMOTE: single-surface, never restated in 12 years.", "tier": "dropped", "status": "retired" }, { "type": "Belief", "id": "belief.tinker-publicly", "label": "R4 MERGE → ship-the-prototype as loop-closure framing per A3. Slug retired.", "tier": "dropped", "status": "retired" }, { "type": "Belief", "id": "belief.named-citation-as-confidence-marker", "label": "External behavioral observation, not a belief Agam holds. Re-homed as style signal in voice-spec.", "tier": "dropped", "status": "retired" }, { "type": "Belief", "id": "belief.value-viability-usability-triad", "label": "R4 DEMOTE: single-surface, subsumed into idea-validation-3-pillars.", "tier": "dropped", "status": "retired" }, { "type": "Belief", "id": "belief.llm-as-voice-extension", "label": "RENAMED at lock to `belief.llm-as-primary-daily-tool` per B2. Old slug retired. Statement reframed (drop \"extension of self\" mysticism).", "tier": "dropped", "status": "retired" }, { "type": "Belief", "id": "belief.non-functional-reqs-are-55pct-of-failure", "label": "RENAMED at lock to `belief.non-functional-reqs-are-dominant-failure-mode` per E4. Old slug retired. 55% Standish citation dropped.", "tier": "dropped", "status": "retired" }, { "type": "Belief", "id": "belief.dominate-dont-compete", "label": "(superseded)", "tier": "superseded", "status": "historical" }, { "type": "Belief", "id": "belief.ideas-are-enough", "label": "(superseded)", "tier": "superseded", "status": "historical" }, { "type": "Belief", "id": "belief.personal-website-is-future-tense", "label": "(superseded)", "tier": "superseded", "status": "historical" }, { "type": "Belief", "id": "belief.horizontal-ai-will-scale", "label": "(superseded)", "tier": "superseded", "status": "historical" }, { "type": "Belief", "id": "belief.prompt-engineering-as-skill", "label": "(superseded)", "tier": "superseded", "status": "historical" }, { "type": "Belief", "id": "belief.ship-fast", "label": "(superseded)", "tier": "superseded", "status": "historical" }, { "type": "Belief", "id": "belief.people-management-is-endgame", "label": "(superseded)", "tier": "superseded", "status": "historical" }, { "type": "Project", "id": "project.agamarora-com-v2", "label": "agamarora.com (this site, open-source)", "year": "2024-2026", "status": "live", "tech_stack": "HTML, CSS, JavaScript, Netlify", "lineage_parent": "agamarora-com-v1", "beliefs_evidenced": "personal-website-is-present-tense, spec-over-sprint, help-market-flourish", "surface": "", "theme_home": "", "internal_only": false, "generic_alias": "" }, { "type": "Project", "id": "project.ai-resume", "label": "AI Resume", "year": "2025", "status": "live", "tech_stack": "HTML, CSS, JS, Netlify", "lineage_parent": "agamarora-com-v2", "beliefs_evidenced": "personal-website-is-present-tense, ship-the-prototype, agent-first", "surface": "", "theme_home": "", "internal_only": false, "generic_alias": "" }, { "type": "Project", "id": "project.shararat-vapi", "label": "Shararat — Vapi Build Challenge", "year": "2025", "status": "shipped", "tech_stack": "Vapi, voice AI", "lineage_parent": "(separate from day-job)", 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"label": "Not a question of if, but when.", "date": "2024-06-06", "snippet": "Not a question of if, but when." }, { "type": "Post", "id": "post.urn-li-activity-7236941772336066560", "urn": "urn:li:activity:7236941772336066560", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7236941772336066560/", "label": "Building for a demo vs. building for production is a different beast.", "date": "2024-09-04", "snippet": "Building for a demo vs. building for production is a different beast." }, { "type": "Post", "id": "post.urn-li-activity-7277158028422914048", "urn": "urn:li:activity:7277158028422914048", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7277158028422914048/", "label": "2025 is the year of agentic systems.", "date": "2024-12-24", "snippet": "2025 is the year of agentic systems." }, { "type": "Post", "id": "post.urn-li-activity-7341662205257433088", "urn": "urn:li:activity:7341662205257433088", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7341662205257433088/", "label": "Start thinking 'agent first'. Not just from a building lens but from a serving l", "date": "2025-06-20", "snippet": "Start thinking 'agent first'. Not just from a building lens but from a serving lens. That will be the differentiation." }, { "type": "Post", "id": "post.urn-li-activity-7351602695977226243", "urn": "urn:li:activity:7351602695977226243", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7351602695977226243/", "label": "While I hate the fact that reliance on the prompt is not reducing it is still th", "date": "2025-07-17", "snippet": "While I hate the fact that reliance on the prompt is not reducing it is still the magic sauce in most cases." }, { "type": "Post", "id": "post.urn-li-activity-7378427141190799360", "urn": "urn:li:activity:7378427141190799360", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7378427141190799360/", "label": "0% automation driven through UI, 100% driven through MCP + APIs.", "date": "2025-09-29", "snippet": "0% automation driven through UI, 100% driven through MCP + APIs." }, { "type": "Post", "id": "post.urn-li-activity-7396047657951064064", "urn": "urn:li:activity:7396047657951064064", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7396047657951064064/", "label": "The model wasn't broken, the agent layer was.", "date": "2025-11-17", "snippet": "The model wasn't broken, the agent layer was." }, { "type": "Post", "id": "post.urn-li-activity-7414150680820547584", "urn": "urn:li:activity:7414150680820547584", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7414150680820547584/", "label": "This is not a research problem, but an application problem.", "date": "2026-01-06", "snippet": "This is not a research problem, but an application problem." }, { "type": "Post", "id": "post.urn-li-activity-7447981735901949952", "urn": "urn:li:activity:7447981735901949952", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7447981735901949952/", "label": "Context > Prompt.", "date": "2026-04-09", "snippet": "Context > Prompt." }, { "type": "Post", "id": "post.urn-li-activity-7452998640345853952", "urn": "urn:li:activity:7452998640345853952", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7452998640345853952/", "label": "Every future AI session reads the same brain and writes back to it.", "date": "2026-04-23", "snippet": "Every future AI session reads the same brain and writes back to it." }, { "type": "Post", "id": "post.urn-li-activity-6349574083381944321", "urn": "urn:li:activity:6349574083381944321", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6349574083381944321/", "label": "Decision Management and ML platforms. The two hottest and profitable AI technolo", "date": "2017-12-21", "snippet": "Decision Management and ML platforms. The two hottest and profitable AI technologies right now." }, { "type": "Post", "id": "post.urn-li-activity-6820970631484465152", "urn": "urn:li:activity:6820970631484465152", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6820970631484465152/", "label": "It's not about the model it's about the problem.", "date": "2021-07-14", "snippet": "It's not about the model it's about the problem." }, { "type": "Post", "id": "post.urn-li-activity-7041317366437163008", "urn": "urn:li:activity:7041317366437163008", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7041317366437163008/", "label": "I find myself using ChatGPT for just about everything except product management ", "date": "2023-03-14", "snippet": "I find myself using ChatGPT for just about everything except product management - and it feels like the perfect fit... To me, tis but an extension." }, { "type": "Post", "id": "post.urn-li-activity-7043263140091899904", "urn": "urn:li:activity:7043263140091899904", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7043263140091899904/", "label": "Modern jobs will soon require us to be as fluent in AI tools like Midjourney, Ch", "date": "2023-03-19", "snippet": "Modern jobs will soon require us to be as fluent in AI tools like Midjourney, ChatGPT, and others, as we are in traditional software." }, { "type": "Post", "id": "post.urn-li-activity-7171171307559043072", "urn": "urn:li:activity:7171171307559043072", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7171171307559043072/", "label": "Being technical is not about knowing a technology but using the technology... pl", "date": "2024-03-06", "snippet": "Being technical is not about knowing a technology but using the technology... play with APIs when you are bored :)" }, { "type": "Post", "id": "post.urn-li-activity-7178931908863561728", "urn": "urn:li:activity:7178931908863561728", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7178931908863561728/", "label": "1/ AI PMs working on improving the AI models / 2/ AI PMs using existing AI model", "date": "2024-03-28", "snippet": "1/ AI PMs working on improving the AI models / 2/ AI PMs using existing AI models to unlock growth... I feel the second one would have higher demand." }, { "type": "Post", "id": "post.urn-li-activity-7199797475379978240", "urn": "urn:li:activity:7199797475379978240", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7199797475379978240/", "label": "One thing that worked for me and continues to help me with the need for speed is", "date": "2024-05-24", "snippet": "One thing that worked for me and continues to help me with the need for speed is design thinking. Don't confuse design thinking with making UI/UX first... I have a jupyter notebook where I try different models and a quick paper wireframe." }, { "type": "Post", "id": "post.urn-li-activity-7214487241681772545", "urn": "urn:li:activity:7214487241681772545", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7214487241681772545/", "label": "I think I'll flaunt the Top AI badge for sometime since I have joined AIONOS as ", "date": "2024-07-04", "snippet": "I think I'll flaunt the Top AI badge for sometime since I have joined AIONOS as an AI Product Manager." }, { "type": "Post", "id": "post.urn-li-activity-6314056957212876800", "urn": "urn:li:activity:6314056957212876800", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6314056957212876800/", "label": "Or would you help the market flourish while you try to make your healthy share?", "date": "2017-09-14", "snippet": "Or would you help the market flourish while you try to make your healthy share?" }, { "type": "Post", "id": "post.urn-li-activity-6423036084040630272", "urn": "urn:li:activity:6423036084040630272", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6423036084040630272/", "label": "Go increase the size of the pie if you want a bigger share.", "date": "2018-07-12", "snippet": "Go increase the size of the pie if you want a bigger share." }, { "type": "Post", "id": "post.urn-li-activity-7133126861819117568", "urn": "urn:li:activity:7133126861819117568", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7133126861819117568/", "label": "You should not go out to take. Instead evaluate are you giving enough and things", "date": "2023-11-22", "snippet": "You should not go out to take. Instead evaluate are you giving enough and things should start flowing from there." }, { "type": "Post", "id": "post.urn-li-activity-7162451080759459840", "urn": "urn:li:activity:7162451080759459840", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7162451080759459840/", "label": "This kind of feedback... is more valuable than any badge.", "date": "2024-02-11", "snippet": "This kind of feedback... is more valuable than any badge." }, { "type": "Post", "id": "post.urn-li-activity-7211156691101327360", "urn": "urn:li:activity:7211156691101327360", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7211156691101327360/", "label": "I wouldn't trade it for anything.", "date": "2024-06-25", "snippet": "I wouldn't trade it for anything." }, { "type": "Post", "id": "post.urn-li-activity-7263044949686824960", "urn": "urn:li:activity:7263044949686824960", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7263044949686824960/", "label": "They are in no shape or means a validation of what you can and cannot do.", "date": "2024-11-15", "snippet": "They are in no shape or means a validation of what you can and cannot do." }, { "type": "Post", "id": "post.urn-li-activity-7410323391465062400", "urn": "urn:li:activity:7410323391465062400", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7410323391465062400/", "label": "To get this into my muscle memory... Use this man's writing/talks as not just on", "date": "2025-12-26", "snippet": "To get this into my muscle memory... Use this man's writing/talks as not just one-offs, but commit to them." }, { "type": "Post", "id": "post.urn-li-activity-7179449143407386624", "urn": "urn:li:activity:7179449143407386624", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7179449143407386624/", "label": "2024-03-29 · `urn:li:activity:7179449143407386624`**", "date": "2024-03-29", "snippet": "2024-03-29 · `urn:li:activity:7179449143407386624`**" }, { "type": "Post", "id": "post.urn-li-activity-7214622697397448704", "urn": "urn:li:activity:7214622697397448704", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7214622697397448704/", "label": "built a considerable number of GenAI-based product concepts... demo'd to enterpr", "date": "2024-07-04", "snippet": "built a considerable number of GenAI-based product concepts... demo'd to enterprise customers." }, { "type": "Post", "id": "post.urn-li-activity-7402319253036531712", "urn": "urn:li:activity:7402319253036531712", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7402319253036531712/", "label": "I am extremely opinionated about adding customization to products. To the point ", "date": "2025-12-04", "snippet": "I am extremely opinionated about adding customization to products. To the point where I feel like I've lost a hard-fought battle with myself if a PRD ends up including customization settings. My brain is wired to jump to the long-term horizon where today's 'super customizable' product eventually requires six months of implementation, an implementation partner, hundreds of training documents, and a roadmap item just to enable a true day-zero go-live." }, { "type": "Post", "id": "post.urn-li-activity-6609782345678901248", "urn": "urn:li:activity:6609782345678901248", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6609782345678901248/", "label": "2019-12-01 Driver/mechanic/engineer post. The engineer who knows the concept c", "date": "2019-12-01", "snippet": "2019-12-01 Driver/mechanic/engineer post. The engineer who knows the concept can conceive the next tool. Breadth-with-" }, { "type": "Post", "id": "post.urn-li-activity-6838000000000000000", "urn": "urn:li:activity:6838000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6838000000000000000/", "label": "2021-09-01 PM metaphor stack (featherless hat, 99-should-we-1-can-we). PM craf", "date": "2021-09-01", "snippet": "2021-09-01 PM metaphor stack (featherless hat, 99-should-we-1-can-we). PM craft as range of judgment across domains, n" }, { "type": "Post", "id": "post.urn-li-activity-7127000000000000000", "urn": "urn:li:activity:7127000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7127000000000000000/", "label": "2023-11-01 Collab Articles grind begins. STP, JTBD, MVP, AARRR, NFR, Design Th", "date": "2023-11-01", "snippet": "2023-11-01 Collab Articles grind begins. STP, JTBD, MVP, AARRR, NFR, Design Thinking, impostor syndrome - range at pee" }, { "type": "Post", "id": "post.urn-li-activity-7180000000000000000", "urn": "urn:li:activity:7180000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7180000000000000000/", "label": "2024-04-01 Human-GPT post. Breadth-needs-depth refinement crystallizes. Parent", "date": "2024-03-31", "snippet": "2024-04-01 Human-GPT post. Breadth-needs-depth refinement crystallizes. Parent belief bounded, not contradicted. urn" }, { "type": "Post", "id": "post.urn-li-activity-7213000000000000000", "urn": "urn:li:activity:7213000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7213000000000000000/", "label": "2024-07-01 AIonOS inside-out x outside-in narration. PM breadth crossed with a", "date": "2024-07-01", "snippet": "2024-07-01 AIonOS inside-out x outside-in narration. PM breadth crossed with applied AI depth. The depth-pick made the" }, { "type": "Post", "id": "post.urn-li-activity-6379000000000000000", "urn": "urn:li:activity:6379000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6379000000000000000/", "label": "She was mostly the office generalist", "date": "2018-03-15", "snippet": "She was mostly the office generalist" }, { "type": "Post", "id": "post.urn-li-activity-7184000000000000000", "urn": "urn:li:activity:7184000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7184000000000000000/", "label": "If your breadth has no depth, you are what one could call a Human-GPT. Choose yo", "date": "2024-04-12", "snippet": "If your breadth has no depth, you are what one could call a Human-GPT. Choose your niche and invest." }, { "type": "Post", "id": "post.urn-li-activity-7207000000000000000", "urn": "urn:li:activity:7207000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7207000000000000000/", "label": "You can't be done with the studies ever in this role.", "date": "2024-06-14", "snippet": "You can't be done with the studies ever in this role." }, { "type": "Post", "id": "post.urn-li-activity-7245000000000000000", "urn": "urn:li:activity:7245000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7245000000000000000/", "label": "if you know how to connect with humans you will be loved.", "date": "2024-09-25", "snippet": "if you know how to connect with humans you will be loved." }, { "type": "Post", "id": "post.urn-li-activity-7353000000000000000", "urn": "urn:li:activity:7353000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7353000000000000000/", "label": "We humans are built this way: to deeply feel, to be affected, and still have the", "date": "2025-07-22", "snippet": "We humans are built this way: to deeply feel, to be affected, and still have the resilience to bounce back. And no AI will ever take that away." }, { "type": "Post", "id": "post.urn-li-activity-7034426809358114816", "urn": "urn:li:activity:7034426809358114816", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7034426809358114816/", "label": "As an expert in prompt engineering... step-by-step roadmap.", "date": "2023-02-23", "snippet": "As an expert in prompt engineering... step-by-step roadmap." }, { "type": "Post", "id": "post.urn-li-activity-7207229692557348864", "urn": "urn:li:activity:7207229692557348864", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7207229692557348864/", "label": "Start with context", "date": "2024-06-14", "snippet": "Start with context" }, { "type": "Post", "id": "post.urn-li-activity-7452296800352305152", "urn": "urn:li:activity:7452296800352305152", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7452296800352305152/", "label": "10x more connections leading to richer more informed answers while also deliveri", "date": "2026-04-21", "snippet": "10x more connections leading to richer more informed answers while also delivering 10-20K token saving each time a complex query is thrown at the second brain." }, { "type": "Post", "id": "post.urn-li-activity-7237024800895889408", "urn": "urn:li:activity:7237024800895889408", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7237024800895889408/", "label": "I have built a considerable number of GenAI-based product concepts... had the ch", "date": "2024-09-04", "snippet": "I have built a considerable number of GenAI-based product concepts... had the chance to demo many of them to potential enterprise customers." }, { "type": "Post", "id": "post.urn-li-activity-7402026484919205888", "urn": "urn:li:activity:7402026484919205888", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7402026484919205888/", "label": "Six months of implementation, an implementation partner, hundreds of training do", "date": "2025-12-04", "snippet": "Six months of implementation, an implementation partner, hundreds of training documents, and a roadmap item just to enable a true day-zero go-live." }, { "type": "Post", "id": "post.urn-li-activity-6859808635776897024", "urn": "urn:li:activity:6859808635776897024", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6859808635776897024/", "label": "People management is a critical skill but it's not for everyone... Individuals w", "date": "2021-10-30", "snippet": "People management is a critical skill but it's not for everyone... Individuals who believe in pursuit of functional expertise can now have a home." }, { "type": "Post", "id": "post.urn-li-activity-7083000000000000000", "urn": "urn:li:activity:7083000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7083000000000000000/", "label": "The lowest common denominator came out to be hours put in.", "date": "", "snippet": "The lowest common denominator came out to be hours put in." }, { "type": "Post", "id": "post.urn-li-activity-7214935682534957056", "urn": "urn:li:activity:7214935682534957056", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7214935682534957056/", "label": "AI Product Manager", "date": "2024-07-04", "snippet": "AI Product Manager" }, { "type": "Post", "id": "post.urn-li-activity-6510000000000000000", "urn": "urn:li:activity:6510000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6510000000000000000/", "label": "I still remember clearly my professor at business school writing the big bold wo", "date": "", "snippet": "I still remember clearly my professor at business school writing the big bold words on the white board." }, { "type": "Post", "id": "post.urn-li-activity-7171000000000000000", "urn": "urn:li:activity:7171000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7171000000000000000/", "label": "Being technical is not about knowing a technology but using the technology.", "date": "2024-03-06", "snippet": "Being technical is not about knowing a technology but using the technology." }, { "type": "Post", "id": "post.urn-li-activity-7211000000000000000", "urn": "urn:li:activity:7211000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7211000000000000000/", "label": "The lowest common denominator came out to be hours put in.", "date": "2024-06-25", "snippet": "The lowest common denominator came out to be hours put in." }, { "type": "Post", "id": "post.urn-li-activity-7475000000000000000", "urn": "urn:li:activity:7475000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7475000000000000000/", "label": "To get this into my muscle memory.", "date": "2025-12-26", "snippet": "To get this into my muscle memory." }, { "type": "Post", "id": "post.urn-li-activity-6226000000000000000", "urn": "urn:li:activity:6226000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6226000000000000000/", "label": "This is an experiment, based on a random Reddit post I'm told that a post with l", "date": "2017-01-20", "snippet": "This is an experiment, based on a random Reddit post I'm told that a post with likes + images will spread pretty far on due to LinkedIn's broken algorithm. Thanks!" }, { "type": "Post", "id": "post.urn-li-activity-7162000000000000000", "urn": "urn:li:activity:7162000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7162000000000000000/", "label": "LinkedIn has a superior human feedback loop going on here... Funny, my perspecti", "date": "2024-02-11", "snippet": "LinkedIn has a superior human feedback loop going on here... Funny, my perspective on this yet my commitment to sharing my views every time I find a worthy enough question/article to contribute to." }, { "type": "Post", "id": "post.urn-li-activity-7162000000000000001", "urn": "urn:li:activity:7162000000000000001", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7162000000000000001/", "label": "Contribute within the top 20% every 60 days. It's like a privilege bank account ", "date": "2024-02-11", "snippet": "Contribute within the top 20% every 60 days. It's like a privilege bank account with ever increasing Average Monthly Balance quotas." }, { "type": "Post", "id": "post.urn-li-activity-7173000000000000000", "urn": "urn:li:activity:7173000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7173000000000000000/", "label": "Something has definitely changed. I couldn't point a finger at what. So ran a fe", "date": "", "snippet": "Something has definitely changed. I couldn't point a finger at what. So ran a few tests with the results below." }, { "type": "Post", "id": "post.urn-li-activity-7263000000000000000", "urn": "urn:li:activity:7263000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7263000000000000000/", "label": "Certifications are collectibles that fuel our personal sense of achievement. The", "date": "2024-11-15", "snippet": "Certifications are collectibles that fuel our personal sense of achievement. They are in no shape or means a validation of what you can and cannot do." }, { "type": "Post", "id": "post.urn-li-activity-7036000000000000000", "urn": "urn:li:activity:7036000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7036000000000000000/", "label": "2023-03-01 ChatGPT asked to write its own testimonial about working with the a", "date": "2023-03-01", "snippet": "2023-03-01 ChatGPT asked to write its own testimonial about working with the author, then published as the post body." }, { "type": "Post", "id": "post.urn-li-activity-7041000000000000000", "urn": "urn:li:activity:7041000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7041000000000000000/", "label": "My notes have never been so actionable thanks to ChatGPT's help.", "date": "2023-03-14", "snippet": "My notes have never been so actionable thanks to ChatGPT's help." }, { "type": "Post", "id": "post.urn-li-activity-7062000000000000000", "urn": "urn:li:activity:7062000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7062000000000000000/", "label": "my LLM friend", "date": "2023-05-10", "snippet": "my LLM friend" }, { "type": "Post", "id": "post.urn-li-activity-7202000000000000000", "urn": "urn:li:activity:7202000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7202000000000000000/", "label": "I have created a personal GPT wrapper for each subject that I am after. I tend t", "date": "2024-05-31", "snippet": "I have created a personal GPT wrapper for each subject that I am after. I tend to look up top programs, look at their curriculum and add that as a structure to my wrappers. This has replaced my podcast addiction with a more interactive version." }, { "type": "Post", "id": "post.urn-li-activity-7204000000000000000", "urn": "urn:li:activity:7204000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7204000000000000000/", "label": "ChatGPT was down yesterday... this prompted me to be prepared for the times when", "date": "2024-06-05", "snippet": "ChatGPT was down yesterday... this prompted me to be prepared for the times when I have to be off-the-grid but with my trusty LLM peer." }, { "type": "Post", "id": "post.urn-li-activity-7220000000000000000", "urn": "urn:li:activity:7220000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7220000000000000000/", "label": "It's AI that is helping me code. AI building AI is now.", "date": "2024-07-19", "snippet": "It's AI that is helping me code. AI building AI is now." }, { "type": "Post", "id": "post.urn-li-activity-7318000000000000000", "urn": "urn:li:activity:7318000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7318000000000000000/", "label": "I have been using my second brain for over 4 months now. Funnily this has become", "date": "2026-04-21", "snippet": "I have been using my second brain for over 4 months now. Funnily this has become my preferred way to use claude." }, { "type": "Post", "id": "post.urn-li-activity-7245035069900791808", "urn": "urn:li:activity:7245035069900791808", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7245035069900791808/", "label": "2024-09-25 Three gates where scope creep is acceptable. Each gate is a should-", "date": "2024-09-25", "snippet": "2024-09-25 Three gates where scope creep is acceptable. Each gate is a should-we judgment made explicit and bounded." }, { "type": "Post", "id": "post.urn-li-activity-7047219999999999999", "urn": "urn:li:activity:7047219999999999999", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7047219999999999999/", "label": "Retrospection is a real powerful tool.", "date": "2018-05-28", "snippet": "Retrospection is a real powerful tool." }, { "type": "Post", "id": "post.urn-li-activity-7100000000000000000", "urn": "urn:li:activity:7100000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7100000000000000000/", "label": "It isn't the tool, it's the habit of being mindful with time.", "date": "2020-02-20", "snippet": "It isn't the tool, it's the habit of being mindful with time." }, { "type": "Post", "id": "post.urn-li-activity-7200000000000000000", "urn": "urn:li:activity:7200000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7200000000000000000/", "label": "My notes have never been so actionable thanks to ChatGPT's help. To me, tis but ", "date": "2023-03-14", "snippet": "My notes have never been so actionable thanks to ChatGPT's help. To me, tis but an extension." }, { "type": "Post", "id": "post.urn-li-activity-6405000000000000000", "urn": "urn:li:activity:6405000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6405000000000000000/", "label": "Retrospection is a real powerful tool. Only after looking into my gaming behavio", "date": "2018-05-28", "snippet": "Retrospection is a real powerful tool. Only after looking into my gaming behavior and patterns I could realise my urge for gaming was never to indulge in virtual world but for the competitive element of it." }, { "type": "Post", "id": "post.urn-li-activity-6636000000000000000", "urn": "urn:li:activity:6636000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6636000000000000000/", "label": "Skill to acquire in 2020 - mindfulness. I have been using this tool, toggl.com t", "date": "2020-02-20", "snippet": "Skill to acquire in 2020 - mindfulness. I have been using this tool, toggl.com to track my working hours. And soon after I was tracking my personal chores over here. Lastly, it isn't the tool its the habit of being mindful with time." }, { "type": "Post", "id": "post.urn-li-activity-7199000000000000000", "urn": "urn:li:activity:7199000000000000000", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7199000000000000000/", "label": "I have a jupyter notebook where I try different models and a quick paper wirefra", "date": "2024-05-24", "snippet": "I have a jupyter notebook where I try different models and a quick paper wireframe to put the flow and tech into tangibles that stakeholders can touch and experience first hand." }, { "type": "Post", "id": "post.urn-li-activity-6367924728723795968", "urn": "urn:li:activity:6367924728723795968", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6367924728723795968/", "label": "Blockchain = Gamification decentralized.", "date": "2018-02-10", "snippet": "Blockchain = Gamification decentralized." }, { "type": "Post", "id": "post.urn-li-activity-6369983938248699904", "urn": "urn:li:activity:6369983938248699904", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6369983938248699904/", "label": "Somewhere in between blockchain and ICO the product is getting lost.", "date": "2018-02-15", "snippet": "Somewhere in between blockchain and ICO the product is getting lost." }, { "type": "Post", "id": "post.urn-li-activity-6376849689375019008", "urn": "urn:li:activity:6376849689375019008", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:6376849689375019008/", "label": "No one wants to accept the biggest database innovation as just a database innova", "date": "2018-03-06", "snippet": "No one wants to accept the biggest database innovation as just a database innovation." }, { "type": "Post", "id": "post.urn-li-activity-7180039976464650241", "urn": "urn:li:activity:7180039976464650241", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7180039976464650241/", "label": "I would catch on to the hype once Devin replaces its founders to build Devin 2.0", "date": "2024-03-31", "snippet": "I would catch on to the hype once Devin replaces its founders to build Devin 2.0." }, { "type": "Post", "id": "post.urn-li-activity-7218568028266340352", "urn": "urn:li:activity:7218568028266340352", "permalink": "https://www.linkedin.com/feed/update/urn:li:activity:7218568028266340352/", "label": "Technology that radically reduces the cost of something", "date": "2024-07-12", "snippet": "Technology that radically reduces the cost of something" } ], "edges": [ { "from": "project.flow-live", "rel": "builds_on", "to": "project.v2-games" }, { "from": "project.agamarora-com-v1", "rel": "builds_on", "to": "project.flutter-dart-prototyping" }, { "from": "project.agamarora-com-v2", "rel": "builds_on", "to": "project.agamarora-com-v1" }, { "from": "project.chatgpt-pm-stack", "rel": "builds_on", "to": "project.toggl-quantified-self" }, { "from": "project.ollama-keyboard-shortcut", "rel": "builds_on", "to": "project.chatgpt-pm-stack" }, { "from": "project.crewai-agentic-system", "rel": "builds_on", "to": "project.ollama-keyboard-shortcut" }, { "from": "project.llm-comparator", "rel": "builds_on", "to": "project.agamarora-com-v1" }, { "from": "project.enterprise-voice-ai-platform-internal", "rel": "builds_on", "to": "project.fareye-analyze" }, { "from": "project.enterprise-mcp-platform-internal", "rel": "builds_on", "to": "project.enterprise-voice-ai-platform-internal" }, { "from": "project.second-brain-v1", "rel": "builds_on", "to": "project.chatgpt-pm-stack" }, { "from": "project.enter-v3", "rel": "builds_on", "to": "project.chatgpt-pm-stack" }, { "from": "project.ai-resume", "rel": "builds_on", "to": "project.agamarora-com-v2" }, { "from": "project.shararat-vapi", "rel": "builds_on", "to": "project.enterprise-voice-ai-platform-internal" }, { "from": "project.claude-code-resource-monitor", "rel": "builds_on", "to": "project.ollama-keyboard-shortcut" }, { "from": 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