{"id":2407,"date":"2026-01-26T22:56:29","date_gmt":"2026-01-26T22:56:29","guid":{"rendered":"https:\/\/www.danielpradilla.info\/blog\/?p=2407"},"modified":"2026-03-27T10:47:39","modified_gmt":"2026-03-27T10:47:39","slug":"5-lessons-i-learned-from-my-first-foray-into-clawdbot-a-local-agentic-assistant","status":"publish","type":"post","link":"https:\/\/www.danielpradilla.info\/blog\/5-lessons-i-learned-from-my-first-foray-into-clawdbot-a-local-agentic-assistant\/","title":{"rendered":"5 lessons I learned playing with Clawdbot, a local agentic assistant"},"content":{"rendered":"<p>I\u2019ve spent the last few weeks playing with <a href=\"https:\/\/clawd.bot\/\" target=\"_blank\" rel=\"noopener\"><strong>Clawdbot<\/strong><\/a>. My instance is named <strong>Clawd<\/strong>.<\/p>\n<p>If you haven\u2019t seen this category yet: think \u201cchat assistant\u201d, but with <em>hands<\/em>. It can run commands, write files, poke your integrations, and generally do the annoying glue-work you normally do by tab-switching and copy\/pasting.<\/p>\n<h3>TL;DR<\/h3>\n<p>Clawdbot lets you go from \u201cI have an intent\u201d to \u201cI have an artifact\u201d (a file, a diff, a message, an action) without leaving the chat.<\/p>\n<p>It\u2019s <strong>a bit clunky<\/strong> and you\u2019ll notice the seams, but once it\u2019s set up it feels <strong>weirdly magical<\/strong>.<\/p>\n<p>Also: agentic workflows burn through credits faster than you think.<\/p>\n<h2>1) I underestimated how much of my procrastination is just \u201cfile chores\u201d<\/h2>\n<p>I had this vague feeling that a lot of the things I <em>do<\/em> (or want to do, but keep procrastinating on) are not really \u201chard problems\u201d. They\u2019re a pile of small, annoying steps.<\/p>\n<p>Once I started using Clawdbot, it became obvious how many of those steps are basically file system chores:<\/p>\n<ul>\n<li>moving things around<\/li>\n<li>renaming things properly<\/li>\n<li>listing what\u2019s in a folder and spotting duplicates<\/li>\n<li>organizing a messy directory into something that makes sense<\/li>\n<li>reporting on the organized mess<\/li>\n<\/ul>\n<p>And sometimes it\u2019s not even about organizing for its own sake. It\u2019s about using the file system as temporary storage for an ongoing action.<\/p>\n<p>For example: create a file, dump some intermediate result into it, and then have another tool or program pick it up and do the next step (cleanup, conversion, upload, whatever).<\/p>\n<p>That\u2019s where an agent that can <em>actually touch your files<\/em> starts to matter. It turns \u201cI should do this at some point\u201d into \u201cok, let\u2019s do the next tiny step\u201d.<\/p>\n<h2>2) Connectors matter \u2014 and fallbacks matter even more<\/h2>\n<p>\u201cAgent\u201d is an overloaded word. In practice, a lot of the day-to-day usefulness comes down to: <strong>what can it connect to?<\/strong> And when it can\u2019t, can it still help?<\/p>\n<p>Clawdbot surprised me: it has a bunch of connectors (messaging, filesystem, shell, browser automation\u2026), and it\u2019s also happy to take detours when a direct integration is missing.<\/p>\n<h3>The calendar use case<\/h3>\n<p>I was planning a weekend trip around a festival, and I wanted the schedule in my calendar so I could see what was actually feasible.<\/p>\n<p>Instead of constantly checking the event page during the trip, I asked Clawd to put the festival schedule in my calendar. Doing this by hand would have been very time consuming.<\/p>\n<p>I pointed Clawd to the event site and asked it to add <strong>multiple events<\/strong> from the Saturday schedule.<\/p>\n<p>There wasn\u2019t a perfect one-click Apple Calendar connector at the time, so the workflow became \u201cget the structured schedule into <em>something<\/em> my calendar understands\u201d. Clawd ended up generating an <strong>.ics<\/strong> file and launching a popup for me to click \u201caccept\u201d and import.<\/p>\n<h2>3) Using it from my phone made the whole thing click<\/h2>\n<p>At some point I realized that about half of the Twitter posts I\u2019d read about agentic assistants had some version of: \u201cusing it from my phone is awesome.\u201d<\/p>\n<p>I didn\u2019t fully get it until I tried it.<\/p>\n<p>When I\u2019m not sitting down at the computer, the phone chat is the ideal interface. Low-friction, always there, and it fits into the tiny gaps of the day.<\/p>\n<p>The moment it clicked was that Clawd could work on several tasks while I was doing children logistics, and I could check back whenever I had a pause. Send a message, go do the next thing, come back later to a file or a summary.<\/p>\n<p>Somebody is working while life happens. That\u2019s the dream.<\/p>\n<h3>The calendar query I didn\u2019t know I wanted<\/h3>\n<p>One unexpectedly useful prompt was to figure out which days of the week are the heaviest: meetings pile up in my calendar and conflict with my to-do planning.<\/p>\n<blockquote><p>Which days this week are the heaviest, considering meetings and reminders\/to-dos?<\/p><\/blockquote>\n<p>For me, \u201cheaviest\u201d meant <strong>more than 4 hours of meetings plus more than 4 to-dos<\/strong>.<\/p>\n<p>I then asked Clawd to redistribute the to-dos to other days over the next three weeks, assuming each task would take about an hour. The replanning was solid\u2014and easily saved me 20 minutes.<\/p>\n<h2>4) Setup was quicker than I expected<\/h2>\n<p>I was productive in under an hour. What took longer was making it feel reliable: setting defaults, fallbacks, adding guardrails, and figuring out the meaning of some messages.<\/p>\n<p>The unsexy downside is <strong>cost<\/strong>. I hit my OpenAI Codex credit limit faster than expected, because agentic workflows tend to involve more steps (and more tokens) than a normal chat.<\/p>\n<h2>5) It\u2019s clunky\u2026 and it\u2019s probably a stepping stone to something better<\/h2>\n<p>It\u2019s still a bit clunky. It reminds you that you\u2019re using an early version of an open source application.<\/p>\n<p>But once it\u2019s set up, it can feel genuinely magical. There\u2019s something deeply satisfying about stating intent in plain language and getting back a real action or a complete file.<\/p>\n<h2>Bonus 6) It&#8217;s not a money printer<\/h2>\n<p>All those posts about people making themselves rich on Polymarket using clawdbot are 100% cryptobro fantasies and scammers trying to sell you a copytrading bot. No, you can&#8217;t successfully arbitrage that way, no you can&#8217;t &#8220;read&#8221; noiseless twitter sentiment that easily.<\/p>\n<p>The phone part is what sold me. If I can offload a task in the middle of the day and come back later to a finished artifact, that\u2019s not a chatbot anymore. That\u2019s closer to a real assistant.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I\u2019ve spent the last few weeks playing with Clawdbot. My instance is named Clawd. If you haven\u2019t seen this category yet: think \u201cchat assistant\u201d, but with hands. It can run commands, write files, poke your integrations, and generally do the annoying glue-work you normally do by tab-switching and copy\/pasting. TL;DR Clawdbot lets you go from&hellip; <a class=\"more-link\" href=\"https:\/\/www.danielpradilla.info\/blog\/5-lessons-i-learned-from-my-first-foray-into-clawdbot-a-local-agentic-assistant\/\">Continue reading <span class=\"screen-reader-text\">5 lessons I learned playing with Clawdbot, a local agentic assistant<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":2410,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[174,331],"tags":[],"class_list":["post-2407","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bestof","category-software-development-en-en","entry"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2026\/01\/clawdbot.jpg","jetpack_shortlink":"https:\/\/wp.me\/p1tlzy-CP","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":1909,"url":"https:\/\/www.danielpradilla.info\/blog\/when-was-the-last-time-you-did-a-backup\/","url_meta":{"origin":2407,"position":0},"title":"When was the last time you did a backup?","author":"Daniel Pradilla","date":"21\/01\/2013","format":false,"excerpt":"Thou shalt back up frequently is one of my commandments. According to a recent study, only 28% of people perform a daily backup. And knowing my friends, that seems encouraging! There're only two kinds of hard drives: the ones that have failed and the ones that are going to fail.\u2026","rel":"","context":"In &quot;Lifestyle&quot;","block_context":{"text":"Lifestyle","link":"https:\/\/www.danielpradilla.info\/blog\/category\/lifestyle\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2012\/04\/Hindenburg.jpeg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":2174,"url":"https:\/\/www.danielpradilla.info\/blog\/how-to-connect-pentaho-data-integration-to-sap-hana\/","url_meta":{"origin":2407,"position":1},"title":"How to Connect Pentaho Data Integration to SAP HANA","author":"Daniel Pradilla","date":"22\/06\/2016","format":false,"excerpt":"Recently I had to connect Pentaho Data Integration to SAP HANA and I made some notes along the way: The first step is to get the SAP HANA JDBC driver, a file called ngdbc.jar. The quickest way is to\u00a0download and install the SAP HANA client from the SAP Software Download\u2026","rel":"","context":"In &quot;Software Dev.&quot;","block_context":{"text":"Software Dev.","link":"https:\/\/www.danielpradilla.info\/blog\/category\/software-development-en-en\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2016\/06\/pentaho-saphana.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2016\/06\/pentaho-saphana.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2016\/06\/pentaho-saphana.jpg?resize=525%2C300&ssl=1 1.5x"},"classes":[]},{"id":2101,"url":"https:\/\/www.danielpradilla.info\/blog\/dropbox-alternatives\/","url_meta":{"origin":2407,"position":2},"title":"Two Dropbox alternatives","author":"Daniel Pradilla","date":"20\/08\/2014","format":false,"excerpt":"Like everyone else, I've run out of space in my Dropbox and my Google Drive. Besides, I'm low on space in my hard drive, so I've been looking for a solution that enables me to do manual backups, to have some mp3 and video files in an off-site and relatively\u2026","rel":"","context":"In &quot;Lifestyle&quot;","block_context":{"text":"Lifestyle","link":"https:\/\/www.danielpradilla.info\/blog\/category\/lifestyle\/"},"img":{"alt_text":"Screen-Shot-2013-05-16-at-12.50.39-PM","src":"https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2014\/08\/Screen-Shot-2013-05-16-at-12.50.39-PM.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2014\/08\/Screen-Shot-2013-05-16-at-12.50.39-PM.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2014\/08\/Screen-Shot-2013-05-16-at-12.50.39-PM.png?resize=525%2C300 1.5x"},"classes":[]},{"id":1675,"url":"https:\/\/www.danielpradilla.info\/blog\/luchando-contra-el-burn-out\/","url_meta":{"origin":2407,"position":3},"title":"Luchando contra el burn-out","author":"Daniel Pradilla","date":"06\/07\/2011","format":false,"excerpt":"Luego me pega alrededor de las 2pm, me siento como una mierda. Apenas puedo empujarme a trabajar, tengo cero inter\u00c3\u00a9s en hacer algo relacionado con AppSumo, mis colegas est\u00c3\u00a1n chateando en nuestro chat grupo y quiero hacer cualquier otra cosa, menos esta. \u00a0 Noah Kagan, de AppSumo.com, sobre c\u00c3\u00b3mo combatir\u2026","rel":"","context":"In &quot;Control de Proyectos&quot;","block_context":{"text":"Control de Proyectos","link":"https:\/\/www.danielpradilla.info\/blog\/category\/controldeproyectos\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1991,"url":"https:\/\/www.danielpradilla.info\/blog\/reduce-size-pdf\/","url_meta":{"origin":2407,"position":4},"title":"How to reduce the size of PDF files","author":"Daniel Pradilla","date":"03\/09\/2013","format":false,"excerpt":"So, you created a bunch of PDFs and they're too large to be sent by email? You tried compressing them and still have a huge file? No problem. Smallpdf is a web application that will take those PDFs, process them immediately and return a much lighter version of the same\u2026","rel":"","context":"In &quot;Lifestyle&quot;","block_context":{"text":"Lifestyle","link":"https:\/\/www.danielpradilla.info\/blog\/category\/lifestyle\/"},"img":{"alt_text":"smallpdf","src":"https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2013\/08\/smallpdf-1024x597.jpg?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2013\/08\/smallpdf-1024x597.jpg?resize=350%2C200 1x, https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2013\/08\/smallpdf-1024x597.jpg?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.danielpradilla.info\/blog\/wp-content\/uploads\/2013\/08\/smallpdf-1024x597.jpg?resize=700%2C400 2x"},"classes":[]},{"id":2300,"url":"https:\/\/www.danielpradilla.info\/blog\/uploading-and-downloading-documents-from-amazon-s3-using-bash\/","url_meta":{"origin":2407,"position":5},"title":"Uploading and downloading documents from Amazon S3 using bash","author":"Daniel Pradilla","date":"12\/12\/2018","format":false,"excerpt":"You need to upload a file to S3 and cannot install new packages in the server, nor the s3 client tools. You only have bash, openssl and sed. Go. I found and adapted a script by\u00a0Viktor Szakats, that creates all the proper headers expected by the latest AWS API. I\u2026","rel":"","context":"In &quot;Software Dev.&quot;","block_context":{"text":"Software Dev.","link":"https:\/\/www.danielpradilla.info\/blog\/category\/software-development-en-en\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/posts\/2407","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/comments?post=2407"}],"version-history":[{"count":0,"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/posts\/2407\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/media\/2410"}],"wp:attachment":[{"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/media?parent=2407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/categories?post=2407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.danielpradilla.info\/blog\/wp-json\/wp\/v2\/tags?post=2407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}