urn_id,urn_kind,post_url,published_at,impressions,engagements,topic_slug,matched_kind,matched_id,matched_title,snapshot_date
7482989113772605440,ugcPost,https://www.linkedin.com/posts/senthilsweb_previously-i-mentioned-that-job-hunting-ugcPost-7482989113772605440-96gL,2026-07-15T02:47:11.938Z,4350,10,previously-i-mentioned-that-job-hunting,article,7482974143156670464,I Left My Job Hunt Running — Now It's a Public Dataset Anyone Can Query,2026-08-02
7482087291604217856,ugcPost,https://www.linkedin.com/posts/senthilsweb_aiengineering-aidlc-mcp-ugcPost-7482087291604217856-Zlu5,2026-07-12T15:03:40.778Z,4017,16,aiengineering-aidlc-mcp,article,7482070749864976384,"One Core, Four Doors — Shipping the Same AI Agent as CLI, REST, MCP Tool, and Chat",2026-08-02
7480085861188050944,ugcPost,https://www.linkedin.com/posts/senthilsweb_observability-opentelemetry-claudecode-ugcPost-7480085861188050944-Db_j,2026-07-07T02:30:42.582Z,3646,40,observability-opentelemetry-claudecode,article,7480080259649019905,Telemetry and Observability for Claude Code,2026-08-02
7478794249119952896,ugcPost,https://www.linkedin.com/posts/senthilsweb_adaptivedatagovops-datagovernance-agenticai-ugcPost-7478794249119952896-WDSS,2026-07-03T12:58:18.268Z,2904,45,adaptivedatagovops-datagovernance-agenticai,article,7478784167124627456,Job Hunting Is a Data Problem. I Treated It Like One.,2026-08-02
7482793259849830400,ugcPost,https://www.linkedin.com/posts/senthilsweb_aidlc-specdriven-aiengineering-ugcPost-7482793259849830400-ZDpp,2026-07-14T13:48:56.724Z,2591,4,aidlc-specdriven-aiengineering,article,7482783504313810944,"Specs, Not Vibes — Building a Production Agent with AI-DLC",2026-08-02
7482154990195851264,ugcPost,https://www.linkedin.com/posts/senthilsweb_homelab-hybridcloud-handsonengineering-ugcPost-7482154990195851264-Me3D,2026-07-12T19:32:41.380Z,1804,26,homelab-hybridcloud-handsonengineering,,,,2026-08-02
7484075858912169984,ugcPost,https://www.linkedin.com/posts/senthilsweb_after-over-11-years-in-data-governance-and-ugcPost-7484075858912169984-9Wct,2026-07-18T02:45:32.170Z,1755,15,after-over-11-years-in-data-governance-and,article,7484063636429193217,"Introducing Claimwise — End-to-End Data Lakehouse Storytelling with dbt, Databricks/Snowflake, and Unity Catalog, From Raw Data to Dashboard",2026-08-02
7482254661249400832,ugcPost,https://www.linkedin.com/posts/senthilsweb_are-ai-engineers-and-forward-deployed-engineers-ugcPost-7482254661249400832-p4RH,2026-07-13T02:08:44.811Z,1682,11,are-ai-engineers-and-forward-deployed-engineers,article,7482250925043036160,My View: The AI Era Is Distilling and Rewarding Elegant Engineers,2026-08-02
7412275177209839616,ugcPost,https://www.linkedin.com/posts/senthilsweb_techjourney-opensource-gratitude-ugcPost-7412275177209839616-lQO7,2025-12-31T23:35:15.660Z,1680,43,techjourney-opensource-gratitude,article,7412272364014702592,Looking Back on 25 Years in Software Development,2026-08-02
7484774899396427776,ugcPost,https://www.linkedin.com/posts/senthilsweb_a-single-html-file-has-replaced-a-openlineage-ugcPost-7484774899396427776-qIdG,2026-07-20T01:03:16.409Z,1448,11,a-single-html-file-has-replaced-a-openlineage,article,7484764749461692416,"OpenLineage Viewer: Databricks-Style Lineage for Local dbt, in Pure HTML",2026-08-02
7486608378752880641,ugcPost,https://www.linkedin.com/posts/senthilsweb_i-have-developed-a-working-demo-that-transforms-ugcPost-7486608378752880641-FvQg,2026-07-25T02:28:51.952Z,1346,2,i-have-developed-a-working-demo-that-transforms,article,7486605709783142402,Not Enough Benchmarks for AI-Native Delivery,2026-08-02
7445279846903074817,ugcPost,https://www.linkedin.com/posts/senthilsweb_lua-golang-nextjs-ugcPost-7445279846903074817-_-cP,2026-04-02T01:24:02.112Z,1318,12,lua-golang-nextjs,article,7445277384599093248,Lua Is Quietly Becoming My Favorite Extension Layer,2026-08-02
7479388316547575808,ugcPost,https://www.linkedin.com/posts/senthilsweb_adaptivedatagovops-agenticai-aidlc-ugcPost-7479388316547575808-j2T9,2026-07-05T04:18:54.980Z,1304,20,adaptivedatagovops-agenticai-aidlc,article,7479375900950618112,This Cover Image Was Not Designed. It Was Orchestrated,2026-08-02
7485344071994159104,ugcPost,https://www.linkedin.com/posts/senthilsweb_i-am-exploring-how-test-intelligence-ontologies-ugcPost-7485344071994159104-iU8d,2026-07-21T14:44:57.731Z,1160,6,i-am-exploring-how-test-intelligence-ontologies,article,7485321314078044160,Beyond RAG: Building Ontology-Driven Test Intelligence with Knowledge Graphs,2026-08-02
7464688203850063872,ugcPost,https://www.linkedin.com/posts/senthilsweb_qualityengineering-sdet-agenticai-ugcPost-7464688203850063872-qWeU,2026-05-25T14:45:54.998Z,1154,8,qualityengineering-sdet-agenticai,article,7464664054951845889,From Test Cases to Capabilities: A Testing Architecture for Agentic AI-Augmented Quality Engineering,2026-08-02
7487142879665209344,share,https://www.linkedin.com/posts/senthilsweb_adaptivedatagovops-datagovernance-opensource-share-7487142879665209344-W84U,2026-07-26T13:52:46.900Z,1135,10,adaptivedatagovops-datagovernance-opensource,post,7487142880839565312,Meet DataGov — my new open-source data governance CLI,2026-08-02
7246153749671329792,ugcPost,https://www.linkedin.com/posts/senthilsweb_pentaho-dataengineering-etl-ugcPost-7246153749671329792-9wGg,2024-09-29T13:48:00.948Z,1116,2,pentaho-dataengineering-etl,article,7246148122018557952,"Pentaho: Versatile Data Engineering for All Needs—ETL, Reverse ETL, ELT, Data Lakes, Big Data, Data Quality, Reporting, Visualization & Data 360",2026-08-02
7446009837345382400,share,https://www.linkedin.com/posts/senthilsweb_golang-nextjs-devtools-share-7446009837345382400-Tc4_,2026-04-04T01:44:45.396Z,1024,17,golang-nextjs-devtools,post,7446009838691586048,Imagine having everything a developer needs packed into a single ~20MB binary…,2026-08-02
7456041569096396801,ugcPost,https://www.linkedin.com/posts/senthilsweb_pentaho-pict-qualityengineering-ugcPost-7456041569096396801-K7jv,2026-05-01T18:07:16.626Z,851,13,pentaho-pict-qualityengineering,article,7456011700304134144,Applying combinatorial science and discrete mathematics to data-platform engineering and testing,2026-08-02
7488284884424294401,ugcPost,https://www.linkedin.com/posts/senthilsweb_domaindrivendesign-ddd-agenticai-ugcPost-7488284884424294401-q_O-,2026-07-29T17:30:42.052Z,790,11,domaindrivendesign-ddd-agenticai,article,7488275171938861056,Domain-Driven Design for AI Engineering and Agentic AI,2026-08-02
7486967062964092928,ugcPost,https://www.linkedin.com/posts/senthilsweb_astro-staticsite-opensource-ugcPost-7486967062964092928-PYM8,2026-07-26T02:14:08.932Z,738,2,astro-staticsite-opensource,article,7486961327715057664,From Yahoo Pages to Astro: 25 Years of Rebuilding My Personal Website,2026-08-02
7412123749816356865,ugcPost,https://www.linkedin.com/posts/senthilsweb_setting-up-a-local-and-cloud-environment-ugcPost-7412123749816356865-b0LT,2025-12-31T13:33:32.556Z,705,13,setting-up-a-local-and-cloud-environment,article,7412112963773292546,"Part 1 - Building a $0 Data Lakehouse with Apache Iceberg, Nessie, Neon, and Cloudflare R2",2026-08-02
7485442040864886785,ugcPost,https://www.linkedin.com/posts/senthilsweb_pharma-learned-something-decades-before-genai-ugcPost-7485442040864886785-aax6,2026-07-21T21:14:15.330Z,654,7,pharma-learned-something-decades-before-genai,article,7485434524181417985,What Pharma Can Teach AI Engineering About Trust,2026-08-02
7416173488673345536,ugcPost,https://www.linkedin.com/posts/senthilsweb_ai-analytics-and-agents-are-exciting-but-ugcPost-7416173488673345536-M46C,2026-01-11T17:45:45.540Z,639,14,ai-analytics-and-agents-are-exciting-but,article,7416152929822552064,Medallion Architecture & Star Schema: Old Concepts Powering Modern AI Pipelines,2026-08-02
7453932765043048448,share,https://www.linkedin.com/posts/senthilsweb_aws-linux-whatsmyip-share-7453932765043048448-xF4Z,2026-04-25T22:27:38.560Z,633,7,aws-linux-whatsmyip,post,7453932766288674816,Here's a small AWS/Linux tip I learned recently,2026-08-02
7484275002461204481,ugcPost,https://www.linkedin.com/posts/senthilsweb_part-3-of-6-in-my-production-grade-agents-ugcPost-7484275002461204481-nBtU,2026-07-18T15:56:51.692Z,605,4,part-3-of-6-in-my-production-grade-agents,article,7484261426950303744,"Anatomy of a Bolt — Ceremonies, Evals, Rubrics, and Traces on a Real Feature",2026-08-02
7486030813331902466,share,https://www.linkedin.com/posts/senthilsweb_agentengineering-aiagents-memoryengineering-share-7486030813331902466-fWZH,2026-07-23T12:13:49.625Z,600,2,agentengineering-aiagents-memoryengineering,post,7486030816343654400,"Last week, I requested my linkedin-cover-image agent to utilize a darker…",2026-08-02
7485498868382507010,share,https://www.linkedin.com/posts/senthilsweb_every-week-new-ideas-emerge-around-ai-sdlc-share-7485498868382507010-f4Yc,2026-07-22T01:00:04.066Z,566,8,every-week-new-ideas-emerge-around-ai-sdlc,post,7485498869477310464,"Every week, new ideas emerge around AI-SDLC, spec-driven development, agentic…",2026-08-02
7415499183484379136,ugcPost,https://www.linkedin.com/posts/senthilsweb_for-a-long-time-i-have-written-code-named-ugcPost-7415499183484379136-ZnWL,2026-01-09T21:06:18.655Z,541,9,for-a-long-time-i-have-written-code-named,article,7415491783658414080,Naming Conventions I Use Daily.,2026-08-02
7451817368072253440,ugcPost,https://www.linkedin.com/posts/senthilsweb_templrgo-opensource-engineering-ugcPost-7451817368072253440-jBv3,2026-04-20T02:21:48.620Z,528,12,templrgo-opensource-engineering,article,7451810586969096193,"Why I’m Building TemplrGo: Turning Enterprise Engineering Pain into Open Source Productivity
",2026-08-02
7412925133427867648,ugcPost,https://www.linkedin.com/posts/senthilsweb_sometimes-you-need-to-quickly-serve-html-ugcPost-7412925133427867648-vb6J,2026-01-02T18:37:57.298Z,511,5,sometimes-you-need-to-quickly-serve-html,article,7412922892230807552,One-Line Local Web Server with Python,2026-08-02
7412959495980478465,ugcPost,https://www.linkedin.com/posts/senthilsweb_apacheiceberg-datalakehouse-dataengineering-ugcPost-7412959495980478465-Snf6,2026-01-02T20:54:29.969Z,473,5,apacheiceberg-datalakehouse-dataengineering,article,7412954267088478208,Part 2 - Loading CSV Data into Apache Iceberg Tables with PyIceberg and PyArrow,2026-08-02
7486074528452800513,ugcPost,https://www.linkedin.com/posts/senthilsweb_common-building-blocks-in-modern-agent-frameworks-ugcPost-7486074528452800513-87om,2026-07-23T15:07:32.122Z,461,15,common-building-blocks-in-modern-agent-frameworks,post,7486074529379913730,"The landscape of agent frameworks is rapidly evolving, with new names appearing…",2026-08-02
7486083740499124224,share,https://www.linkedin.com/posts/senthilsweb_aiagents-langgraph-whisper-share-7486083740499124224-KT0D,2026-07-23T15:44:08.445Z,435,8,aiagents-langgraph-whisper,post,7486083742336417792,Introducing the latest addition to my agent fleet,2026-08-02
7471004220733857792,ugcPost,https://www.linkedin.com/posts/senthilsweb_nemotron-ultra-copilot-cli-the-0-power-ugcPost-7471004220733857792-F8l7,2026-06-12T01:03:30.769Z,432,11,nemotron-ultra-copilot-cli-the-0-power,post,7471004221698543617,Why pay for frontier models when NVIDIA hosts Nemotron 3 Ultra for free,2026-08-02
7447328774058242049,share,https://www.linkedin.com/posts/senthilsweb_functionpointestimation-ifpug-softwareengineering-share-7447328774058242049-0anv,2026-04-07T17:05:44.413Z,409,12,functionpointestimation-ifpug-softwareengineering,post,7447328775312281600,"When tools like Copilot, Claude code, Cursor, Codex etc.",2026-08-02
7243388886167556096,ugcPost,https://www.linkedin.com/posts/senthilsweb_gorules-businessrules-opensource-ugcPost-7243388886167556096-llaC,2024-09-21T22:41:26.120Z,394,2,gorules-businessrules-opensource,article,7243383970963292160,"Simplify Decision Logic with GoRules: An Embeddable Rules Engine for Python, Go, Rust, and NodeJS",2026-08-02
7451448816643330048,ugcPost,https://www.linkedin.com/posts/senthilsweb_pentaho-datagovernance-datacatalog-ugcPost-7451448816643330048-4vaf,2026-04-19T01:57:19.112Z,318,5,pentaho-datagovernance-datacatalog,article,7451444491930091520,Beyond Detection: Why Epistemic Honesty Matters in Sensitive Data Discovery and Governance,2026-08-02
7483510882468147200,share,https://www.linkedin.com/posts/senthilsweb_recently-while-exploring-modern-ai-evaluation-share-7483510882468147200-1WF9,2026-07-16T13:20:31.289Z,300,7,recently-while-exploring-modern-ai-evaluation,post,7483510885441937408,"Recently, while exploring modern AI evaluation frameworks, I had a realization",2026-08-02
7448824325127704577,ugcPost,https://www.linkedin.com/posts/senthilsweb_diagramsascode-yaml-golang-ugcPost-7448824325127704577-3D5K,2026-04-11T20:08:31.574Z,292,4,diagramsascode-yaml-golang,article,7448817778737733632,I Replaced Five Design Tools with a YAML-First Visual Rendering Engine in TemplrGo,2026-08-02
7484656080267022336,share,https://www.linkedin.com/posts/senthilsweb_golang-opensource-aiagents-share-7484656080267022336-12xE,2026-07-19T17:11:07.721Z,290,5,golang-opensource-aiagents,post,7484656081412001792,I am setting up a production line for my open-source work — and the workers on…,2026-08-02
7448028906928062464,share,https://www.linkedin.com/posts/senthilsweb_what-if-ai-app-development-was-simpler-than-share-7448028906928062464-idXb,2026-04-09T15:27:49.097Z,278,4,what-if-ai-app-development-was-simpler-than,post,7448028908018520064,What if AI app development was simpler than expected,2026-08-02
7466873933749862400,ugcPost,https://www.linkedin.com/posts/senthilsweb_adaptive-data-governance-in-the-genai-era-ugcPost-7466873933749862400-BRQx,2026-05-31T15:31:13.615Z,244,9,adaptive-data-governance-in-the-genai-era,post,7466873934731198464,Adaptive DataGovOps — summarized on one page,2026-08-02
7456792080686723072,ugcPost,https://www.linkedin.com/posts/senthilsweb_a-practical-follow-up-to-my-privacy-engineering-ugcPost-7456792080686723072-9ph_,2026-05-03T19:49:32.533Z,239,6,a-practical-follow-up-to-my-privacy-engineering,post,7456792081718677504,"I have modernized my open-source Privacy Shield project into a simple,…",2026-08-02
7487164573511217152,share,https://www.linkedin.com/posts/senthilsweb_appliedmathematics-combinatorialscience-coveringarrays-share-7487164573511217152-nXdD,2026-07-26T15:18:59.116Z,233,7,appliedmathematics-combinatorialscience-coveringarrays,post,7487164575059058688,Pairwise Testing deserves more attention—especially now,2026-08-02
7466673907136122880,share,https://www.linkedin.com/posts/senthilsweb_datagovernance-adaptivedatagovops-pentaho-share-7466673907136122880-qS7e,2026-05-31T02:16:23.554Z,206,3,datagovernance-adaptivedatagovops-pentaho,post,7466673908327432192,"Data governance requires an adaptive operating model, as it is not a…",2026-08-02
7489688196960657408,ugcPost,https://www.linkedin.com/posts/senthilsweb_agenticai-dbt-dataengineering-ugcPost-7489688196960657408-bMYW,2026-08-02T14:26:57.833Z,156,5,agenticai-dbt-dataengineering,article,7489677599477223425,Agentic AI Analytics Without RAG — The Claimwise Revenue Copilot,2026-08-02
7454577743851290625,share,https://www.linkedin.com/posts/senthilsweb_privacy-datagovernance-datacatalog-share-7454577743851290625-lkJF,2026-04-27T17:10:33.491Z,114,4,privacy-datagovernance-datacatalog,,,,2026-08-02
7453939829488291840,share,https://www.linkedin.com/posts/senthilsweb_whatsmyip-devops-routerip-share-7453939829488291840-CPJV,2026-04-25T22:55:42.855Z,112,2,whatsmyip-devops-routerip,post,7453939830444564480,Quick cloud-neutral tip to know your public IP from any terminal,2026-08-02
7206089567148331008,ugcPost,https://www.linkedin.com/posts/senthilsweb_dataengineering-datascience-aiml-ugcPost-7206089567148331008-aHoM,2024-06-11T00:27:15.478Z,71,0,dataengineering-datascience-aiml,article,7206077925471764481,Introducing Semantic Data Modeling with Malloy and DuckDB | MotherDuck | PostgreSQL | BigQuery,2026-08-02
7238580098755436544,ugcPost,https://www.linkedin.com/posts/senthilsweb_observability-opentelemetry-dataenrichment-ugcPost-7238580098755436544-moYi,2024-09-08T16:13:01.858Z,64,0,observability-opentelemetry-dataenrichment,article,7238574988373422080,Mastering Otel collector - Filelog Receiver: Log Routing & Data Enrichment for Microservices,2026-07-27
7279662467515879424,ugcPost,https://www.linkedin.com/posts/senthilsweb_privacyengineering-ner-llm-ugcPost-7279662467515879424-2Epc,2024-12-31T00:59:41.844Z,61,2,privacyengineering-ner-llm,article,7279659058343645184,Privacy Engineering with LLMs: Safeguarding PII While Enhancing Text with Privacy Shield,2026-07-27