https://datacrawl.dev/blog/social/x/#post-6a943ff03cf11f4cb8c773cfhttps://api.marketingagent.studio/storage/cover_images/6a944068d6ed0c6c67ce95b1.jpgThe Fetched Page That Steered Bing Chat, and What It ExposedIn 2023, Greshake et al. showed retrieved content steering Bing Chat. Treat every fetched page as adversarial input. https://datacrawl.dev #promptinjection #agentsecurityhttps://api.marketingagent.studio/storage/rendered_videos/6a944068d6ed0c6c67ce95b1.mp4https://datacrawl.dev/blog/social/x/#post-6a943d393cf11f4cb8c6861ahttps://api.marketingagent.studio/storage/cover_images/6a943da6d6ed0c6c67ce95a1.jpgThe Soho Pump John Snow Mapped, and What Guest Portals Miss Request by RequestIn 1854, John Snow mapped cholera cases to one Soho pump. Guest portal requests need the same view: detect the pattern, not the request. https://datacrawl.dev #webscraping #behavihttps://api.marketingagent.studio/storage/rendered_videos/6a943da6d6ed0c6c67ce95a1.mp4https://datacrawl.dev/blog/social/x/#post-6a9439803cf11f4cb8c5b477https://api.marketingagent.studio/storage/cover_images/6a9439f2d6ed0c6c67ce9590.jpgThe JSTOR Articles Aaron Swartz Downloaded, and What Access Didn’t AuthorizeIn 2010, Aaron Swartz bulk-downloaded JSTOR articles at MIT. Access did not equal authorization. Collect responsibly: https://datacrawl.dev #dataethics #webdatahttps://api.marketingagent.studio/storage/rendered_videos/6a9439f2d6ed0c6c67ce9590.mp4https://datacrawl.dev/blog/social/x/#post-6a9319e43cf11f4cb884aaafhttps://api.marketingagent.studio/storage/cover_images/6a931a67192f77901fa003f8.jpgThe Tuesday Search Clearance, and the Questions That Stalled Friday’s ReleaseA developer clears licensed search Tuesday. Friday, release stalls: may the agent fetch, store, train on, or reproduce pages? https://datacrawl.dev #licensedsearch #webdatahttps://api.marketingagent.studio/storage/rendered_videos/6a931a67192f77901fa003f8.mp4https://datacrawl.dev/blog/social/x/#post-6a931d373cf11f4cb8853122https://api.marketingagent.studio/storage/cover_images/6a931d86192f77901fa00400.jpgThe Units Mismatch NASA Missed, and What It Cost the Mars Climate OrbiterNASA lost Mars Climate Orbiter in 1999 after a units mismatch. Read MCP config as a plan: executable, package, assumptions. https://datacrawl.dev #mcpsecurity #developertoolshttps://api.marketingagent.studio/storage/rendered_videos/6a931d86192f77901fa00400.mp4https://datacrawl.dev/blog/social/x/#post-6a93206a3cf11f4cb885e5d7https://api.marketingagent.studio/storage/cover_images/6a932085192f77901fa00407.jpgThe Unit Mismatch NASA Missed, and What It Cost Mars Climate OrbiterIn 1999, NASA lost Mars Climate Orbiter after a unit mismatch. Your agent needs a clear failure path: retry, review, partial, or alert. https://datacrawl.dev #agentworkflows #failhttps://api.marketingagent.studio/storage/rendered_videos/6a932085192f77901fa00407.mp4https://datacrawl.dev/blog/social/x/#post-6a936a263cf11f4cb894bcfchttps://api.marketingagent.studio/storage/cover_images/6a936a6bc67e2a74e973dae8.jpgThe Oxygen Apollo 13 Lost, and What Every Retry SpendsIn 1970, Apollo 13 lost oxygen and power. NASA rationed both. Every retry spends metered infrastructure. Price it that way: https://datacrawl.dev #developertools #apicostshttps://api.marketingagent.studio/storage/rendered_videos/6a936a6bc67e2a74e973dae8.mp4https://datacrawl.dev/blog/social/x/#post-6a936d563cf11f4cb895890bhttps://api.marketingagent.studio/storage/cover_images/6a936d94c67e2a74e973daf3.jpgThe Dependency Audit Knight Capital Didn't Have, and What It Cost MarketsIn 2012, Knight Capital software flooded markets with orders. The SEC documented it. Faster agents need dependency audits. https://datacrawl.dev #aiagents #dependencyaudithttps://api.marketingagent.studio/storage/rendered_videos/6a936d94c67e2a74e973daf3.mp4https://datacrawl.dev/blog/social/x/#post-6a93ad713cf11f4cb8a4e219https://api.marketingagent.studio/storage/cover_images/6a93ad8803b507b9e97fe3f1.jpgThe Mismatched Units NASA Missed, and What They Cost a Mars MissionAt 4:47, monthly cards meet annual footnotes. NASA lost Mars Climate Orbiter in 1999 to mismatched units. Normalize first: https://datacrawl.dev #aiagents #dataextractionhttps://api.marketingagent.studio/storage/rendered_videos/6a93ad8803b507b9e97fe3f1.mp4https://datacrawl.dev/blog/social/x/#post-6a93b12b3cf11f4cb8a5af14https://api.marketingagent.studio/storage/cover_images/6a93b14003b507b9e97fe3fd.jpgThe Square Scrubbers Apollo 13 Needed, and What They Reveal About SearchIn 1970, NASA made square scrubbers fit round holes on Apollo 13. Search rank and extractability differ, too. https://datacrawl.dev #aiagents #websearchhttps://api.marketingagent.studio/storage/rendered_videos/6a93b14003b507b9e97fe3fd.mp4https://datacrawl.dev/blog/social/x/#post-6a93b3923cf11f4cb8a658e6https://api.marketingagent.studio/storage/cover_images/6a93b3d603b507b9e97fe408.jpgThe Unit Mismatch NASA Missed, and What It Cost Mars Climate OrbiterIn 1999, NASA lost Mars Climate Orbiter to a unit mismatch. Better hardware cannot fix bad inputs. Feed agents current web data: https://datacrawl.dev #aiagents #roboticshttps://api.marketingagent.studio/storage/rendered_videos/6a93b3d603b507b9e97fe408.mp4https://datacrawl.dev/blog/social/x/#post-6a93f5913cf11f4cb8b50714https://api.marketingagent.studio/storage/cover_images/6a93f6359a6a1ff81e1ecfee.jpgThe Two Dates NASA Records for Apollo 11, and Why Event Time MattersIn 1969, Apollo 11’s moonwalk began July 21 UTC, but July 20 in Houston. NASA records both. Event time matters. https://datacrawl.dev #eventtime #newsdatahttps://api.marketingagent.studio/storage/rendered_videos/6a93f6359a6a1ff81e1ecfee.mp4https://datacrawl.dev/blog/social/x/#post-6a93f82c3cf11f4cb8b57e2bhttps://api.marketingagent.studio/storage/cover_images/6a93f87d9a6a1ff81e1ecffb.jpgThe 800 Milliseconds the Scraper Missed, and Why the Page Was EmptyImagine: at 9:02, your scraper saved an empty page. The data arrived 800ms after load. Render before you extract: https://datacrawl.dev #webscraping #browserrenderinghttps://api.marketingagent.studio/storage/rendered_videos/6a93f87d9a6a1ff81e1ecffb.mp4https://datacrawl.dev/blog/social/x/#post-6a92aaec3cf11f4cb86ee941https://api.marketingagent.studio/storage/cover_images/6a92ab1edf186108a75f1351.jpgThe Unit Mismatch NASA Found, and the Trail Every AI Recommendation NeedsNASA’s report traced the 1999 Mars Climate Orbiter loss to a unit mismatch. Trace AI recommendations from search to evidence: https://datacrawl.dev #aiagents #websearchhttps://api.marketingagent.studio/storage/rendered_videos/6a92ab1edf186108a75f1351.mp4https://datacrawl.dev/blog/social/x/#post-6a92a6ec3cf11f4cb86e4903https://api.marketingagent.studio/storage/cover_images/6a92a705df186108a75f134b.jpgThe Unit Mismatch NASA Missed, and What It Cost Mars Climate OrbiterNASA lost Mars Climate Orbiter in 1999 after a unit mismatch. AI visibility needs accessible pages, JSON-LD, and facts. https://datacrawl.dev #aiagents #jsonldhttps://api.marketingagent.studio/storage/rendered_videos/6a92a705df186108a75f134b.mp4https://datacrawl.dev/blog/social/x/#post-6a9249ba3cf11f4cb85c9515https://api.marketingagent.studio/storage/cover_images/6a924a08a4092a29225d616d.jpgThe Mismatched Units NASA Missed, and What They Cost on MarsIn 1999, NASA lost Mars Climate Orbiter to mismatched units. Agents face fragile handoffs too: search, fetch, read. https://datacrawl.dev #aiagents #humanoidrobotshttps://api.marketingagent.studio/storage/rendered_videos/6a924a08a4092a29225d616d.mp4https://datacrawl.dev/blog/social/x/#post-6a92464a3cf11f4cb85bfcd1https://api.marketingagent.studio/storage/cover_images/6a92465fa4092a29225d6162.jpgThe Units Mismatch NASA Missed, and What It Cost Before LaunchNASA lost Mars Climate Orbiter in 1999 after a units mismatch. Set boundaries before launch. `pip install datacrawl-mcp` https://datacrawl.dev #mcp #aiagentshttps://api.marketingagent.studio/storage/rendered_videos/6a92465fa4092a29225d6162.mp4https://datacrawl.dev/blog/social/x/#post-6a9242083cf11f4cb85b0ca6https://api.marketingagent.studio/storage/cover_images/6a9242b1a4092a29225d6156.jpgThe Three MCP Decisions the Morris Worm Still Warns Us Not to CombineIn 1988, the Morris worm spread from machine to machine (FBI). Separate MCP search, fetch and extract decisions: https://datacrawl.dev #mcpsecurity #leastprivilegehttps://api.marketingagent.studio/storage/rendered_videos/6a9242b1a4092a29225d6156.mp4https://datacrawl.dev/blog/social/x/#post-6a91e6d63cf11f4cb8485654https://api.marketingagent.studio/storage/cover_images/6a91e77e5223d18fce6d1766.jpgThe 2005 MySpace Worm That Bypassed Filters, and What Extraction Still Can't FixIn 2005, Samy Kamkar’s MySpace worm bypassed filters. Extraction aids readability, not trust. Treat output as untrusted. https://datacrawl.dev #aisecurity #extractionhttps://api.marketingagent.studio/storage/rendered_videos/6a91e77e5223d18fce6d1766.mp4https://datacrawl.dev/blog/social/x/#post-6a91e35a3cf11f4cb847b036https://api.marketingagent.studio/storage/cover_images/6a91e38e5223d18fce6d175b.jpgThe Units That Disagreed, and What Raw Pages May Not ShowNASA lost Mars Climate Orbiter in 1999 when units disagreed. Raw and rendered pages can disagree too. Inspect each fetch tier: https://datacrawl.dev #agentsecurity #promptinjectiohttps://api.marketingagent.studio/storage/rendered_videos/6a91e38e5223d18fce6d175b.mp4https://datacrawl.dev/blog/social/x/#post-6a9170e53cf11f4cb82fd848https://api.marketingagent.studio/storage/cover_images/6a9170fa929e5d31f0b8f7b3.jpgThe 38M Exposed Records, and What Public SaaS Was MissingIn 2021, UpGuard found 38M records exposed via Power Apps portals. Public SaaS needs auth tests, monitoring and rate limits. https://datacrawl.dev #saassecurity #authorizationhttps://api.marketingagent.studio/storage/rendered_videos/6a9170fa929e5d31f0b8f7b3.mp4https://datacrawl.dev/blog/social/x/#post-6a8f9e343cf11f4cb8d37a98https://api.marketingagent.studio/storage/cover_images/6a8f9f495265b3b6eb2a7ffd.jpgA Developer’s Web Access Checkbox. Friday’s Release Still Extracts Nothing.Friday release: a developer ticks “web access.” The agent finds a URL, opens an empty shell, extracts no fields. Search, fetch, extract: https://datacrawl.dev #aiagents #webaccesshttps://api.marketingagent.studio/storage/rendered_videos/6a8f9f495265b3b6eb2a7ffd.mp4https://datacrawl.dev/blog/social/x/#post-6a9017303cf11f4cb8ea512bhttps://api.marketingagent.studio/storage/cover_images/6a90178d88f6f98942515ce4.jpgA Developer's Tool Printed the API Key. Now It Must Be Rotated.At 2am, a developer kept the API key out of prompts and code. Then a local tool printed request headers to stdout. Rotate it. https://datacrawl.dev #agentsecurity #credentialleakshttps://api.marketingagent.studio/storage/rendered_videos/6a90178d88f6f98942515ce4.mp4https://datacrawl.dev/blog/social/x/#post-6a901c083cf11f4cb8eb27d0https://api.marketingagent.studio/storage/cover_images/6a901c8a88f6f98942515cf5.jpgMaya’s Two Approvals and Duplicate Report. No Decision Waiting.Imagine Tuesday: Maya researches a request, then finds two approvals, a duplicate report, and no decision waiting. Check first: https://datacrawl.dev #aiagents #webresearchhttps://api.marketingagent.studio/storage/rendered_videos/6a901c8a88f6f98942515cf5.mp4https://datacrawl.dev/blog/social/x/#post-6a9093123cf11f4cb8031f80https://api.marketingagent.studio/storage/cover_images/6a9093557d8446c9163a4d57.jpgYour MCP config acts before review. Server, command, and env access are at risk.Imagine Tuesday: you open a repo. Its MCP config selects a server, command and env access before review. Treat config as policy. https://datacrawl.dev #mcpsecurity #executableconfhttps://api.marketingagent.studio/storage/rendered_videos/6a9093557d8446c9163a4d57.mp4https://datacrawl.dev/blog/social/x/#post-6a9097993cf11f4cb803e661https://api.marketingagent.studio/storage/cover_images/6a9097b87d8446c9163a4d66.jpgYour Agent Answers in Seconds. It Fails Review Without Usable Sources.Imagine midnight: your agent answers in seconds, then fails review with no usable sources. Search, fetch, extract: https://datacrawl.dev #aiagents #websearchhttps://api.marketingagent.studio/storage/rendered_videos/6a9097b87d8446c9163a4d66.mp4https://datacrawl.dev/blog/social/x/#post-6a9099dc3cf11f4cb804744dhttps://api.marketingagent.studio/storage/cover_images/6a909aa17d8446c9163a4d6f.jpgA Developer’s Expired Key. Her Lisbon Demo Is Minutes Away.Minutes before her Lisbon demo, a developer’s preflight caught an expired key. Check credentials, credits, and schema: https://datacrawl.dev #aiagents #apitestinghttps://api.marketingagent.studio/storage/rendered_videos/6a909aa17d8446c9163a4d6f.mp4https://datacrawl.dev/blog/social/x/#post-6a90fc5a3cf11f4cb817fc87https://api.marketingagent.studio/storage/cover_images/6a90fc6f028e17a60f4d1193.jpgThe 1985 New Coke Reversal, and What a Product Page Could MissIn 1985, Coca-Cola reversed New Coke. The New York Times covered it. Search licensed news before trusting a product page. https://datacrawl.dev #licensednews #aiagentshttps://api.marketingagent.studio/storage/rendered_videos/6a90fc6f028e17a60f4d1193.mp4https://datacrawl.dev/blog/social/x/#post-6a9100663cf11f4cb818b2aehttps://api.marketingagent.studio/storage/cover_images/6a9100b6028e17a60f4d11a1.jpgThe Broad Street Pump, and What a URL Alone Leaves UnprovenIn 1854, John Snow traced cholera deaths to a Broad Street pump. A URL is a clue. Fetch and extract the evidence: https://datacrawl.dev #aiagents #webretrievalhttps://api.marketingagent.studio/storage/rendered_videos/6a9100b6028e17a60f4d11a1.mp4https://datacrawl.dev/blog/social/x/#post-6a9168fc3cf11f4cb82e5074https://api.marketingagent.studio/storage/cover_images/6a916922929e5d31f0b8f79b.jpgThe Unasked Email an Agent Drafted, and the Authority It Never HadIn 1988, Norm Hardy named the confused deputy problem. An agent read a page, then drafted an unasked email. Access grants no authority. https://datacrawl.dev #agentsafety #permisshttps://api.marketingagent.studio/storage/rendered_videos/6a916922929e5d31f0b8f79b.mp4https://datacrawl.dev/blog/social/x/#post-6a916d213cf11f4cb82f3071https://api.marketingagent.studio/storage/cover_images/6a916db6929e5d31f0b8f7a7.jpgThe Mismatched Units NASA Missed, and Why Selector Counts Aren't EnoughNASA documented its 1999 Mars Climate Orbiter loss: mismatched units. Check selector count, field relationships and value patterns. https://datacrawl.dev #dataextraction #cssselechttps://api.marketingagent.studio/storage/rendered_videos/6a916db6929e5d31f0b8f7a7.mp4https://datacrawl.dev/blog/social/x/#post-6a8f283f3cf11f4cb8bde0f2https://api.marketingagent.studio/storage/cover_images/6a8f287df9b1e3a6e873b588.jpgA Solo Builder's Agent Loop. Search, Fetch, and Extraction Each Hit the Budget.At midnight, a solo builder’s agent loop threatened its budget. Search 1 credit, fetch 1, extract fetch+1. Test 500 free, no card: https://datacrawl.dev #aiagents #webbrowsinghttps://api.marketingagent.studio/storage/rendered_videos/6a8f287df9b1e3a6e873b588.mp4https://datacrawl.dev/blog/social/x/#post-6a8f22843cf11f4cb8bcd8ffhttps://api.marketingagent.studio/storage/cover_images/6a8f22e9f9b1e3a6e873b579.jpgYour MCP Client Can’t Browse. Ten Minutes Until the Demo.Ten minutes to demo. Your MCP client still can’t browse. Install datacrawl-mcp, connect stdio, inspect result one. https://datacrawl.dev #mcp #aiagentshttps://api.marketingagent.studio/storage/rendered_videos/6a8f22e9f9b1e3a6e873b579.mp4https://datacrawl.dev/blog/social/x/#post-6a8ea0853cf11f4cb8a69fa0https://api.marketingagent.studio/storage/cover_images/6a8ea11bc012a2324c7d4ae4.jpgAn Engineer's Biased Sources. Her Brief Is Due in an Hour.Brief due in an hour. An engineer sees every recommendation cites the maker. She adds news and web search, then fetches each source. https://datacrawl.dev #aiagents #websearchhttps://api.marketingagent.studio/storage/rendered_videos/6a8ea11bc012a2324c7d4ae4.mp4https://datacrawl.dev/blog/social/x/#post-6a8e9ab63cf11f4cb8a5a568https://api.marketingagent.studio/storage/cover_images/6a8e9ae6c012a2324c7d4ad5.jpgA Lisbon Shopper’s Buried Return Rule. Their Agent Buys the Wrong Item.In Lisbon, a shopper’s agent misses a buried return rule and buys the wrong item. Retrieval now shapes consumer safety. https://datacrawl.dev #shoppingagents #retrievalqualityhttps://api.marketingagent.studio/storage/rendered_videos/6a8e9ae6c012a2324c7d4ad5.mp4https://datacrawl.dev/blog/social/x/#post-6a8e95183cf11f4cb8a49565https://api.marketingagent.studio/storage/cover_images/6a8e9563c012a2324c7d4ac7.jpgA Developer’s Public Portal Crawl. Permission Checks Stopped a Risky Ship.Tuesday, a developer nearly shipped a public portal crawl. They stopped to check permission, terms, personal data and rate limits. https://datacrawl.dev #agentsafety #webdatahttps://api.marketingagent.studio/storage/rendered_videos/6a8e9563c012a2324c7d4ac7.mp4https://datacrawl.dev/blog/social/x/#post-6a8e1a223cf11f4cb88e0001https://api.marketingagent.studio/storage/cover_images/6a8e1a664cc1a722e3997dce.jpgThe One Source Repetition Hid, and the False Identity It Helped ConcealIn 2011, The Guardian exposed Tom MacMaster behind “A Gay Girl in Damascus.” Repetition hid one source. Check the original: https://datacrawl.dev #sourceprovenance #aiagentshttps://api.marketingagent.studio/storage/rendered_videos/6a8e1a664cc1a722e3997dce.mp4https://datacrawl.dev/blog/social/x/#post-6a8d65bc3cf11f4cb8691cbfhttps://api.marketingagent.studio/storage/cover_images/6a8d65fb907292e81ece59bb.jpg38 Witnesses Did Nothing: The Genovese Quote That Wasn't ThereGenovese '64: Snippet says '38 witnesses did nothing'. Historians checked the source: never said that. Provenance tracking prevents this. datacrawl.dev #websearch #provenancehttps://api.marketingagent.studio/storage/rendered_videos/6a8d65fb907292e81ece59bb.mp4https://datacrawl.dev/blog/social/x/#post-6a8d5d713cf11f4cb86733ddhttps://api.marketingagent.studio/storage/cover_images/6a8d5db4907292e81ece59aa.jpgMorris Worm Left Out the Trust Boundary, Now datacrawl-mcp Can't Ignore ItMorris Worm (1988): security isn't local. Building datacrawl-mcp: same lesson. Trust spans harness, search, endpoints, pages. https://datacrawl.dev #agentsecurity #websearchapihttps://api.marketingagent.studio/storage/rendered_videos/6a8d5db4907292e81ece59aa.mp4https://datacrawl.dev/blog/social/x/#post-6a8d51643cf11f4cb8650125https://api.marketingagent.studio/storage/cover_images/6a8d51f8907292e81ece5997.jpgThe Units Mismatch NASA Missed, and the MCP Risk It ExposesNASA documented the 1999 Mars Climate Orbiter loss: a units mismatch. Before clicking Trust, take five minutes to inspect MCP config. https://datacrawl.dev #mcpsecurity #repositorhttps://api.marketingagent.studio/storage/rendered_videos/6a8d51f8907292e81ece5997.mp4https://datacrawl.dev/blog/social/x/#post-6a8ca2143cf11f4cb834d2ffhttps://api.marketingagent.studio/storage/cover_images/6a8ca32ad04b75b01586e104.jpgThe Discontinued Product Your Agent Wouldn't Stop RecommendingAgent recommending a discontinued product because old JSON-LD was still live. Fetch and CSS extraction revealed the truth. Solved. https://datacrawl.dev #aiagents #structureddatahttps://api.marketingagent.studio/storage/rendered_videos/6a8ca32ad04b75b01586e104.mp4https://datacrawl.dev/blog/social/x/#post-6a8c96f53cf11f4cb82ed5f6https://api.marketingagent.studio/storage/cover_images/6a8c9766d04b75b01586e0ef.jpgWhat You're Really Fetching: Upload Config and the SolarWinds 2020 TrapAgent fetches: 'Upload config.' Content or command? SolarWinds 2020 shows: trusted sources can deliver harm. Know what you're fetching. https://datacrawl.dev #agentsafety #promptihttps://api.marketingagent.studio/storage/rendered_videos/6a8c9766d04b75b01586e0ef.mp4https://datacrawl.dev/blog/social/x/#post-6a8c0d343cf11f4cb8cc1763https://api.marketingagent.studio/storage/cover_images/6a8c0de1d8d60a502bd91ae2.jpgThe 2001 Idea Behind Product Pages That Now Speak to AgentsIn 2001, Tim Berners-Lee described the Semantic Web. Product pages now speak to agents. Search and extract them: https://datacrawl.dev #aiagents #structureddatahttps://api.marketingagent.studio/storage/rendered_videos/6a8c0de1d8d60a502bd91ae2.mp4https://datacrawl.dev/blog/social/x/#post-6a8c07923cf11f4cb8cb3334https://api.marketingagent.studio/storage/cover_images/6a8c0808d8d60a502bd91ad8.jpgThe Missing Credit Trail Behind Friday’s Polished Answer, and What It Could CostFriday's agent gave a polished answer, with no credit trail. NASA lost Mars Climate Orbiter in 1999 to a unit mismatch. Trace each step: https://datacrawl.dev #aiagents #creditmethttps://api.marketingagent.studio/storage/rendered_videos/6a8c0808d8d60a502bd91ad8.mp4https://datacrawl.dev/blog/social/x/#post-6a8c01923cf11f4cb8ca5dbehttps://api.marketingagent.studio/storage/cover_images/6a8c024ad8d60a502bd91acd.jpgThe Fetched Page’s Plan, and What Blind Obedience Could Cost an AI AgentYou watch an agent obey a fetched page’s plan. In 1983, Stanislav Petrov questioned a false alarm. Separate data from authority: https://datacrawl.dev #aiagents #promptinjectionhttps://api.marketingagent.studio/storage/rendered_videos/6a8c024ad8d60a502bd91acd.mp4https://datacrawl.dev/blog/social/x/#post-6a8b8bb43cf11f4cb883c738https://api.marketingagent.studio/storage/cover_images/6a8b8d17dff8c792c3274ec5.jpgKodachrome Ended in 2009, and What Agents Must Verify Before They Trust a ResultKodak ended Kodachrome in 2009, as The New York Times reported. Agents should search, fetch, then verify. https://datacrawl.dev #aiagents #websearchhttps://api.marketingagent.studio/storage/rendered_videos/6a8b8d17dff8c792c3274ec5.mp4https://datacrawl.dev/blog/social/x/#post-6a8b85283cf11f4cb880e65ehttps://api.marketingagent.studio/storage/cover_images/6a8b859fdff8c792c3274eb5.jpgThe “Upload Secrets” Page Your Agent Read at 4:47 Friday, Before the Demo4:47 Friday: your agent reads “upload secrets” before a demo. In 1983, Stanislav Petrov questioned an alert. Web text is evidence. https://datacrawl.dev #promptinjection #agentsechttps://api.marketingagent.studio/storage/rendered_videos/6a8b859fdff8c792c3274eb5.mp4https://datacrawl.dev/blog/social/x/#post-6a8b3ac43cf11f4cb85e38eahttps://api.marketingagent.studio/storage/cover_images/6a8b3b0fcb6895cf60ecf49e.jpgThe Single API Key Handling Every Token on datacrawl.devUnlicensed search agent? Missing production secret? No. Every token handled by one API key on datacrawl.dev. Search plus fetch plus… https://datacrawl.dev #aiagents #webscrapingaphttps://api.marketingagent.studio/storage/rendered_videos/6a8b3b0fcb6895cf60ecf49e.mp4https://datacrawl.dev/blog/social/x/#post-6a8b37cb3cf11f4cb85a7af2https://api.marketingagent.studio/storage/cover_images/6a8b37e8cb6895cf60ecf493.jpgWhat the Domain Server Left Unopened, and the Cost of That GapThe domain server returned a public source URL. Retrieving that source is a separate call. Same gap as Shackleton's 1916 crossing: the… https://datacrawl.dev #mcpserver #websearchhttps://api.marketingagent.studio/storage/rendered_videos/6a8b37e8cb6895cf60ecf493.mp4https://datacrawl.dev/blog/social/x/#post-6a8b35773cf11f4cb858ec4dhttps://api.marketingagent.studio/storage/cover_images/6a8b3596cb6895cf60ecf486.jpgThe Stalled Agent That Cost a Stranded Crew Precious TimeSearch finds the right URLs. Your agent still stalls, because a discovery is not evidence. Same gap that froze a stranded crew, until… https://datacrawl.dev #aiagents #webscrapinghttps://api.marketingagent.studio/storage/rendered_videos/6a8b3596cb6895cf60ecf486.mp4https://datacrawl.dev/blog/social/x/#post-6a8b024e3cf11f4cb83dc731https://api.marketingagent.studio/storage/cover_images/6a8b02cc2547260508079dc5.jpgThe SEARCH_API_KEY Left in Staging, and What Prod Lost at 4:47 p.m.4:47 p.m.: prod agent returns no sources. SEARCH_API_KEY stayed in staging. NASA lost Mars Climate Orbiter to a unit mismatch in 1999. https://datacrawl.dev #fridaydeploy #apikeyshttps://api.marketingagent.studio/storage/rendered_videos/6a8b02cc2547260508079dc5.mp4https://datacrawl.dev/blog/social/x/#post-6a8afbf73cf11f4cb836edf9https://api.marketingagent.studio/storage/cover_images/6a8afc752547260508079db5.jpgThe Units Mismatch NASA Missed, and the Orbiter It Cost ThemFive articles saved. Zero records shipped: JSON-LD was dropped. NASA lost Mars Climate Orbiter to a units mismatch in 1999. Extract it: https://datacrawl.dev #jsonld #dataextractihttps://api.marketingagent.studio/storage/rendered_videos/6a8afc752547260508079db5.mp4https://datacrawl.dev/blog/social/x/#post-6a8a989d3cf11f4cb807b109https://api.marketingagent.studio/storage/cover_images/6a8a9962d7969d47fe53a07b.jpgThe Missing API Key That Can Sink Your DemoIn 1999, NASA lost Mars Climate Orbiter to a units mismatch. One missing key can sink your demo. Use one API key: https://datacrawl.dev #developertools #apihttps://api.marketingagent.studio/storage/rendered_videos/6a8a9962d7969d47fe53a07b.mp4https://datacrawl.dev/blog/social/x/#post-6a8a94573cf11f4cb8065476https://api.marketingagent.studio/storage/cover_images/6a8a94dcd7969d47fe53a06f.jpgThe 10 URLs With No Usable Evidence, and What Search Still NeedsFriday, 11:07: 10 URLs, 0 usable evidence. In 1854, John Snow mapped cholera cases. Search needs fetched, parsed proof. https://datacrawl.dev #websearch #dataextractionhttps://api.marketingagent.studio/storage/rendered_videos/6a8a94dcd7969d47fe53a06f.mp4https://datacrawl.dev/blog/social/x/#post-6a8a8fc73cf11f4cb802e3e3https://api.marketingagent.studio/storage/cover_images/6a8a90dfd7969d47fe53a066.jpgWeb Data Extraction: A Blank Shell and Malformed Fields Put Monday's Demo at RiskFriday, 4:12 PM. A developer finds the URL, then a blank shell and malformed fields. Monday's demo is at risk. Search, render, extract: https://datacrawl.dev #aiagents #webdatahttps://api.marketingagent.studio/storage/rendered_videos/6a8a90dfd7969d47fe53a066.mp4https://datacrawl.dev/blog/social/x/#post-6a8a3ffd3cf11f4cb8d9cd10https://api.marketingagent.studio/storage/cover_images/6a8a40d996642ae90c7ac885.jpgWhat Happens When Three Logins Become One Key for Search, Fetch, and Extract?In 1999, NASA lost Mars Climate Orbiter to mismatched units. Friday night: 3 logins. I built 1 key for search, fetch, extract. https://datacrawl.dev #buildinpublic #aiagentshttps://api.marketingagent.studio/storage/rendered_videos/6a8a40d996642ae90c7ac885.mp4https://datacrawl.dev/blog/social/x/#post-6a8a38023cf11f4cb8d14c6dhttps://api.marketingagent.studio/storage/cover_images/6a8a384996642ae90c7ac871.jpgFirecrawl Quota Reset: How DataCrawl Gets Your Production Agent Back on TrackImagine Monday, mid-sprint: a Firecrawl quota reset leaves your production agent returning zero results. Switch to https://datacrawl.dev #buildinpublic #aiagentshttps://api.marketingagent.studio/storage/rendered_videos/6a8a384996642ae90c7ac871.mp4