#datavalidation
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reedmideke.mastodon.social.ap.brid.gy
NYC resident Carole Blank Brown got vanity plates with her middle name. You can probably guess what happened next

https://www.nytimes.com/2026/11/07/nyregion/nyc-parking-violations.html?unlocked_article_code=1.OlE.RKsA.Pz618NJdJN6O&smid=url-share

(regwall "gift" link)

#DataValidation
November 7, 2026 at 7:19 PM
sergiocuellar.bsky.social
Type-safe invoice extraction is getting real: pydantic-ai maps messy OCR text into a strict BaseModel and rejects responses when computed totals don’t match (with 3 retries). 🧾✅ #AI #Fintech #LLM #PydanticAI #DataValidation
Pydantic AI Structured Output: Type-Safe Data Extraction
Build a type-safe financial extraction engine with Pydantic AI structured output, where field validators catch bad invoice math at runtime.
kodekloud.com
November 9, 2026 at 8:39 AM
citizenptnewstx.bsky.social
Exciting updates are on the way for Texas applicants, with a revamped student dashboard and new features aimed at streamlining the application process!

Learn more here

#TX #CitizenPortal #TexasApplicants #DataValidation #UserExperience #EducationImprovement
Applied Texas product team previews roadmap: dashboard, API work and residency/EDI testing window
Product staff reviewed recent sprint fixes and an FY27 roadmap that includes an enhanced student dashboard, an optional screener skip, residency logic changes, CLT score fields, API transmission planning and a proposed April–June EDI testing window to limit disruptions.
citizenportal.ai
November 10, 2026 at 4:00 AM
sparkllm.bsky.social
Six orders. Only four payments. Can Spark-X2.6 explain why?
One refunded. One cancelled. Local SQL result: four payments, 5,749 cents—$57.49. Independent sum + fresh database read.
#SparkX26 #SQLite #LocalLLM #SQL #DataValidation
https://youtube.com/shorts/kdzDwZF4WkU
Real frame from the local Spark-X2.6 SQLite demo: four paid orders, 5749 cents, USD 57.49.
November 3, 2026 at 7:46 AM
citizenptnewsin.bsky.social
Discover how a 162-day enrollment rule could change the way we measure student success across Indiana's schools!

Learn more here

#IN #CitizenPortal #StudentSuccess #DataValidation #AccountabilityMetrics
How the new model measures students: 162-day rule, grade bands and success indicators
Staff walked the board through technical rules of the accountability model, including the 162-day enrollment qualifier, grade-band matrices, and the use of student-success indicators (attendance, employability skills, checkpoint results) to create point totals.
citizenportal.ai
November 1, 2026 at 7:56 PM
citizenptnewsin.bsky.social
Indiana schools are set to receive letter grades for the first time since 2018-19, thanks to a new accountability model that measures academic success and more!

Learn more here

#IN #CitizenPortal #StudentSuccess #DataValidation #AccountabilityModel
Staff outline Indiana's new accountability model and what it means for Center Grove
Staff presented the Indiana accountability model finalized 05/01/2026, explained that district and building grades will return after a 'year 0' validation process, and said the model uses multiple matrices and success indicators beyond prior proficiency measures.
citizenportal.ai
November 1, 2026 at 4:35 PM
citizenptnewsnc.bsky.social
Unlock the secrets to submitting environmental data flawlessly with NCDEQ's expert-led demo on the ECWIS/EDP workflow!

Click to read more!

#NC #CitizenPortal #DataValidation #EnvironmentalSubmission #GeolocationAccuracy #NorthCarolinaEnvironmental
NCDEQ demonstration shows how consultants should package and submit environmental data to ECWIS
NCDEQ staff led a recorded walkthrough of the ECWIS/EDP sign-and-submit workflow, showing how to load reference values, add locations with decimal-degree coordinates, package EDDs into zip files and read automated verification messages.
citizenportal.ai
October 31, 2026 at 1:14 PM
citizenptnewstx.bsky.social
Midland ISD's Teacher Incentive Allotment reveals how teacher payouts are determined by a state formula, showcasing striking disparities between campuses!

Learn more here

#TX #CitizenPortal #DataValidation #TexasEducation #TeacherIncentive #FundingEducation
Midland ISD staff explain how Teacher Incentive Allotment funds are calculated and used
Staff outlined how the stateTeacher Incentive Allotment designations work, the districtweights for evaluation (40% observation, 60% growth), campus-by-campus payout differences set by state formulas and the districtdata validation results.
citizenportal.ai
October 27, 2026 at 5:59 PM
silentstars.dev
🙌 Community pick

candle-audit-kit — Offline OKX OHLCV checks: gaps, duplicates, CSV/native-JSON reconciliation and exact-decimal DuckDB/Parquet datasets. Includes a synthetic demo.

#indiedev #opensource #python #dataquality #datavalidation

📮 Submit yours →
candle-audit-kit · SilentStars
Offline OKX OHLCV checks: gaps, duplicates, CSV/native-JSON reconciliation and exact-decimal DuckDB/Parquet datasets. Includes a synthetic demo.
silentstars.dev
October 21, 2026 at 8:06 PM
citizenptnewsct.bsky.social
Managing New York's PRL submissions is a massive challenge, with teams fielding thousands of support requests while achieving a remarkable error reduction from 10% to just 0.2%.

Learn more here

#CT #CitizenPortal #OperationalEfficiency #DataValidation #SupportNeeds
Cornell says validators reduced error rate to 0.2% after review; peak support needs remain high
Warfield told Connecticut's working group that incoming PRL records showed about a 10% pre-validation error rate but that PCER's validation workflow reduces that to about 0.2% in accepted submissions; during peak seasons his team fields thousands of support emails and hundreds of calls, reflecting substantial operational support needs.
citizenportal.ai
October 20, 2026 at 11:00 PM
citizenptnewsct.bsky.social
Connecticut's future in data management hinges on a web-first strategy, promising efficiency, GPS integration, and a streamlined support system—are you ready to embrace this change?

Click to read more!

#CT #CitizenPortal #DataValidation #PublicHealth #GISIntegration
Cornell recommends web-based uploader, front-end validation and GPS coordinates for any new Connecticut system
Robert Warfield told Connecticut's working group to favor a web-based data capture site with strong front-end validation, vendor file-format coordination, and GPS/geolocation capture to enable GIS integration; he cautioned against legacy desktop apps and recommended a ticketing system for support tracking.
citizenportal.ai
October 20, 2026 at 10:41 PM
mikhail-mikushin.bsky.social
How to fix data quality issues #data #dataanalytics #sql #dataquality #datavalidation
October 18, 2026 at 8:01 AM
citizenptnewsco.bsky.social
Prepare for the transition to WaterStar: starting January 2027, all Form 43 submissions will need to meet new EDD requirements, and the clock is ticking!

Learn more here

#CO #CitizenPortal #DataValidation #EnvironmentalSampling
ECMC to move Form 43 submissions to WaterStar database; new EDD required starting Jan. 2027
ECMC announced a new WaterStar database and an updated Form 43 EDD with stricter validation. Samples collected after Oct. 31 must use the WaterStar EDD; Dec. 31 is the cutoff to submit old Form 43s; the WaterStar requirement begins Jan. 2027.
citizenportal.ai
October 18, 2026 at 1:05 AM
citizenptnewspa.bsky.social
A groundbreaking pilot project in Pennsylvania is set to use AI to streamline inmate record reviews for parole board decisions—without letting machines make the final call.

Click to read more!

#PA #CitizenPortal #DataValidation #AIEthics #CriminalJusticeReform
Parole board member describes AI pilot aimed at summarizing inmate records for decisionmakers
A parole board representative described a pilot to use AI only as a summarization tool (not a decisionmaker) to extract salient items from thousands of pages of inmate records and present them to reviewers, with strict guardrails to prevent AI-driven decisions.
citizenportal.ai
October 6, 2026 at 11:36 PM
citizenptnewsga.bsky.social
MJ Kim reveals how the CCRPI single score provides invaluable insights into school performance, but warns lawmakers: early involvement is crucial to avoid chaos in accountability policies.

Learn more here!

#GA #CitizenPortal #SchoolPerformance #DataValidation #AccountabilityReform
GOES official explains CCRPI single score, urges earlier agency involvement
MJ Kim of the Governor's Office of Education and Workforce Strategy outlined how the CCRPI single score is derived from five component scores, described GOES' multilayered validation and superintendent preview steps, and urged lawmakers to involve GOES earlier when changing accountability policy to avoid timing and calculation problems.
citizenportal.ai
October 4, 2026 at 1:43 PM
sergiocuellar.bsky.social
AI-powered last-mile content validation solution detects and fixes silent BI dashboard failures, reducing mean time to detection from 72 hours to under 1 hour. 📊🔍 #AI #AWS #DataValidation
How an AWS team detects dashboard content failures at scale using Amazon Bedrock | Amazon Web Services
Business intelligence dashboards can fail silently, showing blank, stale, or wrong data even when every infrastructure monitor reports healthy. Learn how an AWS team built an automated, AI-powered content validation solution on Amazon Bedrock that scans hundreds of dashboards and alerts owners, cutting mean time to detection from days to under an hour.
aws.amazon.com
September 28, 2026 at 8:39 AM
mikhail-mikushin.bsky.social
5 data quality checks every analyst should know #data #dataanalytics #SQL #DataQuality #DataValidation
September 27, 2026 at 8:01 AM
ppc.land
FYI: Explaining server-side validation #ServerSideValidation #WebDevelopment #DataValidation #WebServer #Programming
Explaining server-side validation
Server-side validation is the check a web server runs on submitted data before accepting it, rejecting malformed emails, bad phone numbers and forged posts.
ppc.land
September 23, 2026 at 4:03 PM
marketingnews.bsky.social
FYI: Explaining server-side validation #ServerSideValidation #WebDevelopment #DataValidation #WebServer #Programming
Explaining server-side validation
Server-side validation is the check a web server runs on submitted data before accepting it, rejecting malformed emails, bad phone numbers and forged posts.
ppc.land
September 23, 2026 at 4:02 PM
citizenptnewsca.bsky.social
Emerging technology is revolutionizing underground utility management, promising safer digging with innovative mapping and field validation techniques.

Learn more here

#CA #CitizenPortal #SafetyPractices #DataValidation #TechnologyInnovation
Panel: Map-centric tools, RTK and enhanced positive response seen as next steps for safe digging
A moderated panel at the Underground Safety Board meeting highlighted map-centric ticketing, RTK-enabled field capture, enhanced electronic positive response and the limits of AI for locating underground utilities, urging more field data capture and validation.
citizenportal.ai
September 22, 2026 at 1:37 PM
ppc.land
ICYMI: Explaining server-side validation #ServerSideValidation #WebDevelopment #DataValidation #CyberSecurity #WebSecurity
Explaining server-side validation
Server-side validation is the check a web server runs on submitted data before accepting it, rejecting malformed emails, bad phone numbers and forged posts.
ppc.land
September 21, 2026 at 4:02 PM
marketingnews.bsky.social
ICYMI: Explaining server-side validation #ServerSideValidation #WebDevelopment #DataValidation #CyberSecurity #WebSecurity
Explaining server-side validation
Server-side validation is the check a web server runs on submitted data before accepting it, rejecting malformed emails, bad phone numbers and forged posts.
ppc.land
September 21, 2026 at 4:01 PM
dotnetdave.bsky.social
🚨 Why does data validation in model classes matter? In my latest article, I explore how it impacts app stability, where it should occur, and common mistakes to avoid. Don't let bad data break your apps! 💻📊 Read now!
dotnettips.wordpress.com/2025/03/09/t...
#MVPBuzz #DataValidation #DotNet
The Hidden Key to App Stability: Why Data Validation in Model Classes Matters
The article emphasizes the critical importance of data validation within software development. It highlights that validation is often neglected, leading to significant issues related to application…
dotnettips.wordpress.com
September 14, 2026 at 3:01 PM
dotnetdave.bsky.social
🎸 Stop writing argument checks the hard way — Spargine’s Validator makes validation fast, clean, and bullet-proof so your .NET code stays lean and mean. 👇
#dotnet #dotnet10 #Spargine #MVPBuzz #DataValidation
dotnettips.wordpress.com/2025/05/25/c...
Coding Faster with dotNetTips Spargine: Validating Arguments Made Easy with Validator
The article emphasizes the importance of input validation in software engineering, highlighting its role in avoiding errors and maintaining data integrity. It discusses Spargine’s Validator c…
dotnettips.wordpress.com
August 31, 2026 at 5:46 PM