diff --git a/2 - In our portfolio.md b/2 - In our portfolio.md
index a0c4ea3..18118ab 100644
--- a/2 - In our portfolio.md
+++ b/2 - In our portfolio.md
@@ -57,14 +57,14 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Scott Heiferman](https://www.linkedin.com/in/sheif/), [Shavanna Miller](https://www.linkedin.com/in/shavannamiller/) | **[Checkin](https://checkin.cc/)** |
| [Rajat Bhageria](https://www.linkedin.com/in/rajatbhageria/) | **[Chef Robotics](https://chefrobotics.ai)** |
| [Jeff Huber](https://www.linkedin.com/in/jeffchuber/), [Anton Troynikov](https://www.linkedin.com/in/antontroynikov/) | **[Chroma](https://www.trychroma.com/)** |
-| [Gabriel Ruttner](https://www.linkedin.com/in/gruttner/) | **[ClearMix](https://www.clearmix.com)** |
+| [Gabriel Ruttner](https://www.linkedin.com/in/gruttner/) | **ClearMix** |
| [Harley Sugarman](https://www.linkedin.com/in/harleysugarman/) | **[Enigma](https://www.askenigma.com/)** |
|[John Horton](https://linkedin.com/in/john-horton-13bbb61b0), [Robin Horton](https://linkedin.com/in/robertahorton) | **[Emeritus](https://www.goemeritus.com/)**
| [Ian Smith](https://www.linkedin.com/in/ismithdrone/), [Joseph Moster](https://www.linkedin.com/in/joseph-moster/) | **[Gather AI](https://www.gather.ai/)**
-[Harper Reed](https://www.linkedin.com/in/harperreed/) | **[General Galactic Corporation](https://galactic.io/)** |
+[Harper Reed](https://www.linkedin.com/in/harperreed/) | **General Galactic Corporation** |
| [Rob Mee](https://www.linkedin.com/in/robmee/) | **[Geometer](https://geometer.io/)** |
| [Anna Gát](https://twitter.com/TheAnnaGat/) | **[Interintellect](https://www.interintellect.com/)** |
-| [Pete Davies](https://www.linkedin.com/in/petejadavies/), [Chris Pruett](https://www.linkedin.com/in/chrispruett/) | **[Jam](https://join.jam.ai/)**
+| [Pete Davies](https://www.linkedin.com/in/petejadavies/), [Chris Pruett](https://www.linkedin.com/in/chrispruett/) | **Jam**
| [Leslie Jones-Dove](https://www.linkedin.com/in/leslie-jones-dove-14b836119), [Devshi Mehrotra](https://www.linkedin.com/in/devshi-mehrotra-a3215912a/) | **[JusticeText](https://justicetext.com/)** |
| [Chris Bakke](https://www.linkedin.com/in/bakk3/), [Daniel O’Shea](https://www.linkedin.com/in/danieloshea22/) | **[Laskie](https://laskie.com/)**\*
| [Rob Mee](https://www.linkedin.com/in/robmee/) | **[Mechanical Orchard](https://www.mechanical-orchard.com/)** |
@@ -76,11 +76,11 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Daniel Kwak](https://www.linkedin.com/in/dnlkwak/) | **[Paperplane](https://www.paperplane.ai/)** |
| [Turi Munthe](https://www.linkedin.com/in/turimunthe/), [J. Paul Neeley](https://www.linkedin.com/in/jpaulneeley/) | **[Parlia](https://parlia.com/)** |
| [Mehran Farimani](https://www.linkedin.com/in/farimani/), [Rajeev Thakur](https://www.linkedin.com/in/rajeevkumarthakur/), [Russ Andersson](https://www.linkedin.com/in/russ-andersson-3994476/) | **[RapidFort](https://www.rapidfort.com/)** |
-| [Amol Sarva](https://www.linkedin.com/in/amolsarva/) | **[Ratio 21](https://www.ratio21.com/)** |
+| [Amol Sarva](https://www.linkedin.com/in/amolsarva/) | **Ratio 21** |
| [Aman Naimat](https://www.linkedin.com/in/amannaimat/) | **[Regrello](https://www.regrello.com/)** |
| [Raman Malik](https://www.linkedin.com/in/ramanrmalik/) | **[Rhetoric](https://www.rhetoric.app/)** |
| [Michael Driscoll](https://www.linkedin.com/in/medriscoll/) | **[Rill Data](https://www.rilldata.com)**
-| [Sebastian McKenzie](https://www.linkedin.com/in/sebastian-mckenzie-96925b106/), [Jamie Kyle](https://www.linkedin.com/in/jamiebuilds/) | **[Rome Tools](https://www.rome.tools)** |
+| [Sebastian McKenzie](https://www.linkedin.com/in/sebastian-mckenzie-96925b106/), [Jamie Kyle](https://www.linkedin.com/in/jamiebuilds/) | **Rome Tools** |
| [Chitrang Shah](https://www.linkedin.com/in/chitrang/), [Yunfeng Yang](https://www.linkedin.com/in/yunfeng-yang-a87a656/), [Matthew Mesher](https://www.linkedin.com/in/mesher/), [Barry Burns](https://www.linkedin.com/in/barry-burns-89392458/) | **[Savant Labs](https://www.savantlabs.io/)** |
| [Ashank Behara](https://www.linkedin.com/in/ashankbehara/), [Matthew Walowski](https://www.linkedin.com/in/matthew-walowski/)| **[ShapeCI](https://shape.ci/)** |
| [Anthony Garvan](https://www.linkedin.com/in/anthonygarvan) | **[SheetRocks](https://sheet.rocks/)** |
@@ -100,7 +100,7 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| | |
| **BLOOMBERG BETA 2016 L.P. (covers new investments from 2016-2019)** | |
| **Founders** | **Company** |
-| [Madhu Chamarty](https://www.linkedin.com/in/mchamarty/), [Ross Fubini](https://www.linkedin.com/in/fubini/) | **[BeyondHQ](https://www.beyondhq.co/)** |
+| [Madhu Chamarty](https://www.linkedin.com/in/mchamarty/), [Ross Fubini](https://www.linkedin.com/in/fubini/) | **BeyondHQ** |
| [Sankarshan Murthy](https://www.linkedin.com/in/sankarshan-murthy-6862b0a/), [Prahlad Athreya](https://www.linkedin.com/in/pathreya/) | **[Bumblebee Spaces](https://www.bumblebeespaces.com/)** |
| [Tyler Koblasa](https://www.linkedin.com/in/tylerkoblasa/) | **[CloudApp](https://getcloudapp.com)** |
| [bethanye Blount](https://www.linkedin.com/in/bethanye/), [Lisa Dusseault](https://www.linkedin.com/in/lisadusseault/) | **[Compaas](https://www.compa.as/)** |
@@ -114,18 +114,18 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Krishna Gade](https://www.linkedin.com/in/krishnagade/), [Amit Paka](https://www.linkedin.com/in/amitpaka/) | **[Fiddler Labs](https://www.fiddler.ai/)** |
| [Sherveen Mashayekhi](https://www.linkedin.com/in/sherveenm/), [Alex Rothberg](https://www.linkedin.com/in/alex-g-rothberg/) | **[Free Agency](https://www.freeagency.com/)** |
| [Perry Rosenstein](https://www.linkedin.com/in/perry-rosenstein-9a76343/), [Lisa Conn](https://www.linkedin.com/in/lisadconn/), [Alexander McCormmach](https://www.linkedin.com/in/acmcc/) | **[Gatheround](https://gatheround.com/)** |
-| [Michael Jaindl](https://www.linkedin.com/in/jaindl/), [Derek Lee](https://www.linkedin.com/in/dereklee/) | **[Howard](https://hihoward.com/)** |
+| [Michael Jaindl](https://www.linkedin.com/in/jaindl/), [Derek Lee](https://www.linkedin.com/in/dereklee/) | **Howard** |
| [Krishna Yarlagadda](https://www.linkedin.com/in/krishna-yarlagadda-800114/), [Nava Davuluri](https://www.linkedin.com/in/navadavuluri/) | **[Huddl](https://www.huddl.ai/)** |
| [Peter Yared](https://www.linkedin.com/in/peteryared/) | **[InCountry](https://incountry.com/)** |
| [Justin Label](https://www.linkedin.com/in/justinlabel/) | **[Inner Loop Capital](https://www.innerloopcap.com/)** |
| [Stephen Balaban](https://www.linkedin.com/in/sbalaban/), [Michael Balabani](https://www.linkedin.com/in/michael-balaban-624a225b/) | **[Lambda](https://lambdalabs.com/)** |
| [Rachel Puri](https://www.linkedin.com/in/rachelpuri/), [Vicrum Puri](https://www.linkedin.com/in/vicrum/) | **[Lina](https://lina.co/)** |
| [Nadja Oertelt](https://www.linkedin.com/in/nadjaoertelt/), [Allan Lasser](https://www.linkedin.com/in/allan-lasser-bbaa9493/) | **[Massive Science](https://massivesci.com/)** |
-| [David Klein](https://www.linkedin.com/in/david-j-klein-5167172/) | **[Modern Empathy](https://www.modernempathy.com/)** |
+| [David Klein](https://www.linkedin.com/in/david-j-klein-5167172/) | **Modern Empathy** |
| [Katie Stanton](https://www.linkedin.com/in/katiestanton/) | **[Moxxie Ventures](https://www.moxxie.vc/)** |
| [Ian Eyberg](https://www.linkedin.com/in/ianeyberg/) | **[NanoVMs](https://nanovms.com/)** |
| [Spike Lipkin](https://www.linkedin.com/in/spike-lipkin-8173651b/), [Gordon Wintrob](https://www.linkedin.com/in/gwintrob/) | **[Newfront Insurance](https://www.newfront.com/)** |
-| [Adam Rogas](https://www.linkedin.com/in/adamrogas/), [Paul Korol](https://www.linkedin.com/in/paulkorol/), [Phil Vizzaccaro](https://www.linkedin.com/in/phil-vizzaccaro-5694b28/), [Eric Kay](https://www.linkedin.com/in/erickaylaw/) | **[NS8](https://www.ns8.com/)**\* |
+| [Adam Rogas](https://www.linkedin.com/in/adamrogas/), [Paul Korol](https://www.linkedin.com/in/paulkorol/), [Phil Vizzaccaro](https://www.linkedin.com/in/phil-vizzaccaro-5694b28/), [Eric Kay](https://www.linkedin.com/in/erickaylaw/) | **NS8**\* |
| [Katherine Lehr](https://www.linkedin.com/in/katherine-lehr-56338197/), [Tom McGeveran](https://www.linkedin.com/in/tom-mcgeveran-a579092a/), [Josh Benson](https://www.linkedin.com/in/josh-benson-8a633221/) | **[Old Town Media](http://www.oldtownmedianyc.com/)** |
| [Pia Mancini](https://twitter.com/piamancini), [Xavier Damman](https://twitter.com/xdamman) | **[Open Collective](https://opencollective.com/)** |
| [Nitesh Goel](https://www.linkedin.com/in/doodlebug/) | **[Padlet](https://padlet.com/)** |
@@ -137,11 +137,11 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Dan Pupius](https://www.linkedin.com/in/danpupius/), [Jennifer Dennard](https://www.linkedin.com/in/jennifer-dennard-822b0616/), [Braden Kowitz](https://www.linkedin.com/in/kowitz/) | **[Range](https://www.range.co/)** |
| [Mike Kadin](https://www.linkedin.com/in/michael-kadin-a341571b/), [Jeremy Lermitte](https://www.linkedin.com/in/jeremy-lermitte-9153b72a/) | **[RedCircle](https://www.getredcircle.com/)** |
| [Gadi Shamia](https://www.linkedin.com/in/gadis/), [Ben Gleitzman](https://www.linkedin.com/in/gleitz/) | **[Replicant](http://www.replicant.ai/)** |
-| [Cara Meverden](https://www.linkedin.com/in/carameverden/), [Saul Carlin](https://www.linkedin.com/in/saulcarlin/), [Daniel McCartney](https://www.linkedin.com/in/daniel-john-mccartney/) | **[Scout.fm](https://www.scout.fm/)** |
+| [Cara Meverden](https://www.linkedin.com/in/carameverden/), [Saul Carlin](https://www.linkedin.com/in/saulcarlin/), [Daniel McCartney](https://www.linkedin.com/in/daniel-john-mccartney/) | **Scout.fm** |
| [Manish Garg](https://www.linkedin.com/in/manishga/), [Avinash Misra](https://www.linkedin.com/in/amisra/) | **[Skan](https://skan.ai/)** |
| [Christine Tao](https://www.linkedin.com/in/christineptao/), [Lori Mazen](https://www.linkedin.com/in/lorimazan/) | **[Sounding Board](https://www.soundingboardinc.com/)** |
| [Eyal Feldman](https://www.linkedin.com/in/feldmaneyal/), [Ofer Feldman](https://www.linkedin.com/in/oferfeldman/) | **[Stampli](https://www.stampli.com/)** |
-| [Max Simkoff](https://www.linkedin.com/in/maxsimkoff/) | **[Doma (formerly States Title)](https://statestitle.com/)** |
+| [Max Simkoff](https://www.linkedin.com/in/maxsimkoff/) | **Doma (formerly States Title)** |
| [Zack Kanter](https://www.linkedin.com/in/zkanter/) | **[Stedi](https://www.stedi.com/)** |
| [Adrien Treuille](https://www.linkedin.com/in/adrien-treuille-52215718/), [Nodira Khoussainova](https://www.linkedin.com/in/nodira-khoussainova-74540267/), [Thiago Teixeira](https://www.linkedin.com/in/thiago-teixeira-1244a116/) | **[Streamlit](https://streamlit.io/)**\* |
| [Lindsey Michaelides](https://www.linkedin.com/in/lindseymichaelides/) | **[Strongsuit](https://www.strongsuit.co/)** |
@@ -160,19 +160,19 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| | |
| **BLOOMBERG BETA 2013 L.P. (covers new investments from 2013-2016)** | |
| **Founders** | **Company** |
-| [John Ciancutti](https://twitter.com/johnciancutti), [Steve McLendon](https://twitter.com/stevemclendon), [Steve Henn](https://twitter.com/HennsEggs) | **[60dB](https://60db.co/)**\* |
+| [John Ciancutti](https://twitter.com/johnciancutti), [Steve McLendon](https://twitter.com/stevemclendon), [Steve Henn](https://twitter.com/HennsEggs) | **60dB**\* |
| [Derek Schueren](https://www.linkedin.com/in/derekschueren/), [Peter Charles](https://www.linkedin.com/in/petefc/) | **[Akorda](http://www.akorda.com//)** |
| [Satyen Sangani](https://www.linkedin.com/in/ssangani) | **[Alation](http://alation.com/)** |
| [Mircea Pasoi](https://www.linkedin.com/in/mirceapasoi), [Liana Dumitru](https://www.linkedin.com/in/lianadumitru/) | **[Alien Labs](https://memo.ai/)**\* |
| [Drew Conway](https://www.linkedin.com/in/drew-conway-13b5b013) | **[Alluvium](http://www.alluvium.io)**\* |
| [Naval Ravikant](https://twitter.com/naval), [Babak Nivi](https://www.linkedin.com/in/bnivi) | **[AngelList](https://angel.co/)** |
| [Anant Kale](https://www.linkedin.com/in/anantkale), [Kunal Verma](https://www.linkedin.com/in/kunalv) | **[AppZen](http://www.appzen.com/)** |
-| [Christopher Nguyen](https://twitter.com/pentagoniac) | **[Arimo](http://arimo.com/)**\* |
+| [Christopher Nguyen](https://twitter.com/pentagoniac) | **Arimo**\* |
| [Alberto Pepe](https://www.linkedin.com/in/albertopepe), [Nathan Jenkins](https://twitter.com/nathanjenkins12) | **[Authorea](https://www.authorea.com)**\* |
| [Sandi MacPherson](https://www.linkedin.com/in/sandimacpherson/) | **Avec** |
| [K.V. Rao](https://www.linkedin.com/pub/k-v-rao/0/48/517) | **[Aviso](http://www.aviso.com/)** |
| [Brian Stone](http://linkedin.com/in/brianstone), [Karthik Vaidyanathan](https://www.linkedin.com/in/karthik-vaidyanathan/), [Ashwin Goyal](https://www.linkedin.com/in/goyalashwin/) | **[Banksight](https://banksight.com/)**\* |
-| [Eric Tilenius](https://www.linkedin.com/in/tilenius), [Pratik Verma](https://www.linkedin.com/in/pratikrverma) | **[BlueTalon Data Systems](http://bluetalon.com/)**\* |
+| [Eric Tilenius](https://www.linkedin.com/in/tilenius), [Pratik Verma](https://www.linkedin.com/in/pratikrverma) | **BlueTalon Data Systems**\* |
| [Raphael Crawford-Marks](https://twitter.com/raphaelcm), [John Quinn](https://www.linkedin.com/in/johndquinn) | **[Bonusly](https://bonus.ly/)** |
| [Josh Schanker](https://www.linkedin.com/in/joshschanker) | **[Bookbub](https://www.bookbub.com/home/)** |
| [David Byrd](https://www.linkedin.com/in/davidmbyrd), [Steve Kaliski](https://www.linkedin.com/pub/steve-kaliski/10/a77/79) | **Bowery** |
@@ -189,10 +189,10 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Mike Tung](https://www.linkedin.com/in/miketung) | **[Diffbot](http://www.diffbot.com/)** |
| [Dmitry Aksenov](https://uk.linkedin.com/in/dmitryaksenov), [Mikhail Naumov](https://www.linkedin.com/in/mikhailnaumov) | **[DigitalGenius](http://www.digitalgenius.com/)** |
| [Nick Elprin](https://www.linkedin.com/pub/nick-elprin/38/a0/b3), [Chris Yang](https://www.linkedin.com/pub/christopher-yang/58/9a6/a62), [Matthew Granade](https://www.linkedin.com/pub/matthew-granade/0/188/837) | **[Domino Data Lab](https://www.dominodatalab.com/)** |
-| [John Terrill](https://www.linkedin.com/in/johnterrill) | **[Drawbridge Networks](https://drawbridgenetworks.com/)**\* |
+| [John Terrill](https://www.linkedin.com/in/johnterrill) | **Drawbridge Networks**\* |
| [Ellison Anne Williams](https://www.linkedin.com/in/ellison-anne-williams-98102a127/) | **[Enveil](https://www.enveil.com/)** |
| [Alex Marlantes](https://www.linkedin.com/in/alexandermarlantes/), [Gabriel Garza Rodríguez](https://www.linkedin.com/in/garzagabriel/) | **[Everlance](https://www.everlance.com/)** |
-| [Leanne Kemp](https://www.linkedin.com/in/leannekemp/) | **[Everledger](https://www.everledger.io/)** |
+| [Leanne Kemp](https://www.linkedin.com/in/leannekemp/) | **Everledger** |
| [Javed Singha](https://www.linkedin.com/pub/javed-singha/5/826/1a7), [Yves Frinault](https://www.linkedin.com/in/yvesfrinault) | **[Fieldwire](http://www.fieldwire.com/)**\* |
| [Josh Lefkowitz](http://www.flashpoint-intel.com/about-us/leadership/), [Evan Kohlmann](https://twitter.com/IntelTweet), [Josh Devon](http://www.flashpoint-intel.com/about-us/leadership/) | **[Flashpoint](http://www.flashpoint-intel.com/)** |
| [Ryan Petersen](https://twitter.com/typesfast) | **[Flexport](https://www.flexport.com/)** |
@@ -203,43 +203,43 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Vikram Chandra](https://www.linkedin.com/in/vikram-chandra/), [Borislav Iordanov](https://www.linkedin.com/in/borislav-iordanov-17a1152/) | **[Granthika](https://granthika.co/)** |
| [Leo Meyerovich](https://www.linkedin.com/in/leo-meyerovich-09649219/) | **[Graphistry](https://www.graphistry.com/)** |
| [Evan Macmillan](https://twitter.com/djmrevan) | **[Gridspace](https://www.gridspace.com)** |
-| [Eric Wuebben](https://twitter.com/wuebben), [Andrew Courter](https://twitter.com/covrter) | **[Highly](https://www.highly.co)**\* |
+| [Eric Wuebben](https://twitter.com/wuebben), [Andrew Courter](https://twitter.com/covrter) | **Highly**\* |
| [Satya Patel](https://twitter.com/satyap), [Hunter Walk](https://twitter.com/hunterwalk) | **[Homebrew](http://homebrew.co/)** |
-| [Katie Spence](https://twitter.com/spenceke), [Ben Brown](https://twitter.com/benbrown) | **[Howdy](http://howdy.ai/)**\* |
-| [Zaid Al Hamami](https://www.linkedin.com/pub/zaid-al-hamami/2/83/211) | **[Immunio](http://immun.io/)**\* |
+| [Katie Spence](https://twitter.com/spenceke), [Ben Brown](https://twitter.com/benbrown) | **Howdy**\* |
+| [Zaid Al Hamami](https://www.linkedin.com/pub/zaid-al-hamami/2/83/211) | **Immunio**\* |
| [Paul Dix](https://twitter.com/pauldix), [Todd Persen](https://www.linkedin.com/in/toddpersen) | **[InfluxData](http://influxdata.com/)** |
| [Fima Leshinsky](https://www.linkedin.com/in/fimaleshinsky/), [Michael Pollack](https://www.linkedin.com/in/mpollack/), [Giv Parvaneh](https://www.linkedin.com/in/givparvaneh/) | **[Intricately](https://www.intricately.com/)** |
| [Dor Skuler](https://www.linkedin.com/in/dorskuler/), [Roy Amir](https://www.linkedin.com/in/roy-amir-297b18/), [Itai Mendelsohn](https://www.linkedin.com/in/itai-mendelsohn-69347a1/?ppe=1) | **[Intuition Robotics](http://www.intuitionrobotics.com)** |
| [Anthony Goldbloom](https://www.linkedin.com/in/anthonygoldbloom), [Ben Hamner](https://www.kaggle.com/benhamner) | **[Kaggle](https://www.kaggle.com/)**\* |
| [Jesse Vincent](https://twitter.com/obra), [Kaia Dekker](https://twitter.com/quince) | **[Keyboardio](http://keyboard.io/)** |
-| [Suzanne Gildret](https://www.linkedin.com/in/suzannegildert/) | **[Kindred.AI](https://www.kindred.ai/)** |
+| [Suzanne Gildret](https://www.linkedin.com/in/suzannegildert/) | **Kindred.AI** |
| [Amol Sarva](https://www.linkedin.com/in/amolsarva), [Edward Shenderovich](https://www.linkedin.com/in/shenderovich) | **[Knotel](https://knotel.com)**\* and **[Knotable](https://knote.com)** |
| [Edith Harbaugh](https://www.linkedin.com/in/edithharbaugh), [John Kodumal](https://www.linkedin.com/in/jkodumal) | **[LaunchDarkly](http://launchdarkly.com/)** |
| [Ron Palmeri](https://twitter.com/RonP), [Tomaž Štolfa](https://twitter.com/tomazstolfa) | **[Layer](https://layer.com/)** |
-| [Colton Jang](https://www.linkedin.com/in/coltonjang/), [Ishaan Nerurkar](https://www.linkedin.com/in/ishaannerurkar/) | **[LeapYear](https://leapyear.ai/)** |
+| [Colton Jang](https://www.linkedin.com/in/coltonjang/), [Ishaan Nerurkar](https://www.linkedin.com/in/ishaannerurkar/) | **LeapYear** |
| [David Rogier](https://www.linkedin.com/in/drogier), [Aaron Rasmussen](http://aaronrasmussen.com/) | **[MasterClass](http://masterclass.com/)** |
-| [Max Bruner](https://www.linkedin.com/in/maxbruner), [Yuan Gao](https://www.linkedin.com/in/yuan-gao-30027060), [Alexey Rostapshov](https://www.linkedin.com/in/arostaps) | **[Mavrx](https://www.mavrx.co/)**\* |
+| [Max Bruner](https://www.linkedin.com/in/maxbruner), [Yuan Gao](https://www.linkedin.com/in/yuan-gao-30027060), [Alexey Rostapshov](https://www.linkedin.com/in/arostaps) | **Mavrx**\* |
| [Scott Heiferman](https://www.linkedin.com/in/sheif), [Brendan McGovern](https://www.linkedin.com/in/brendan-mcgovern-a49a142) | **[Meetup](http://www.meetup.com)**\* |
| [David Gutelius](https://twitter.com/gutelius), [Chris Diehl](https://twitter.com/chrisdiehl) | **[Motiva](https://www.motiva.ai/)** |
-| [George Cigale](https://www.linkedin.com/in/gcigale) | **[MycroFriends](https://www.mycrofriends.com/)** |
+| [George Cigale](https://www.linkedin.com/in/gcigale) | **MycroFriends** |
| [Chris Bach](https://twitter.com/chr_bach), [Mathias Biilmann](http://mathias-biilmann.net/about) | **[Netlify](https://www.netlify.com/)** |
| [John Battelle](https://twitter.com/johnbattelle) | **[NewCo](http://newco.co/)** |
-| [Jonah Varon](https://www.linkedin.com/in/jonahvaron), [Axel Hansen](https://www.linkedin.com/pub/axel-hansen/25/aa/7ab) | **[Newsle](https://newsle.com/)**\* |
+| [Jonah Varon](https://www.linkedin.com/in/jonahvaron), [Axel Hansen](https://www.linkedin.com/pub/axel-hansen/25/aa/7ab) | **Newsle**\* |
[Rufus Griscom](https://www.linkedin.com/in/rufus-griscom-16b1/), [Michael J. Kovnat](https://www.linkedin.com/in/michael-j-kovnat-4052a25/), [Panio Gianopoulos](https://www.linkedin.com/in/panio-gianopoulos-639bba4/), [Christopher Chaput](https://www.linkedin.com/in/christopher-chaput-a8529211/) | **[Next Big Idea Club](https://nextbigideaclub.com/)** |
-| [Charlie Robbins](https://twitter.com/indexzero) | **[Nodejitsu](https://www.nodejitsu.com/)**\* |
+| [Charlie Robbins](https://twitter.com/indexzero) | **Nodejitsu**\* |
| [Scott Forman](https://www.linkedin.com/in/scottforman), [Jeff Kolesky](https://www.linkedin.com/in/jeffkolesky) | **[OneRoom](http://www.joinoneroom.com/)** |
| [Arthur Lozinski](https://www.linkedin.com/in/arthurlozinski/), [Trent Seed](https://www.linkedin.com/in/trentmseed/), [Ramin Ettehad](https://www.linkedin.com/in/ramin1/) | **[Oomnitza](https://www.oomnitza.com/)** |
| [Amit Gupta](https://www.linkedin.com/in/amitngupta) | **[Opensense (formerly SenderGen)](https://www.opensense.com/)** |
| [James Crawford](https://www.linkedin.com/in/jmcrawfordjr) | **[Orbital Insight](http://orbitalinsight.com/)** |
| [Eric Duffy](https://www.linkedin.com/pub/eric-duffy/29/326/101), [Jamie Davidson](https://www.linkedin.com/pub/jamie-davidson/32/451/85a) | **[Pathgather](http://www.pathgather.com/)**\* |
-| [Jason Bade](https://www.linkedin.com/in/jasonbade), [Nick Chen](https://www.linkedin.com/in/nicholasychen) | **[Pico](https://hellopico.io/)** |
+| [Jason Bade](https://www.linkedin.com/in/jasonbade), [Nick Chen](https://www.linkedin.com/in/nicholasychen) | **Pico** |
| [Eddie Lim](https://www.linkedin.com/in/eddiedotlim), [Eoin Matthews](https://www.linkedin.com/pub/eoin-matthews/0/517/287) | **[Point](https://point.com/)** |
| [Anne Wootton](https://twitter.com/annewootton), [Bailey Smith](https://www.linkedin.com/in/baileyrsmith) | Pop Up Archive\* |
| [Sean Gourley](https://www.linkedin.com/in/sgourley/) | **[Primer](https://primer.ai/)** |
| [Teddy Cha](https://www.linkedin.com/in/teddycha/), [Hai Po Sun](https://www.linkedin.com/in/haipo/) | **[pulseData](https://pulsedata.io/)**\*\* |
| [Jason Hirschhorn](https://twitter.com/JasonHirschhorn) | **[ReDEF](http://www.mediaredefined.com/)** |
| [Amjad Masad](https://www.linkedin.com/in/amjadmasad), [Haya Odeh](https://www.linkedin.com/in/haya-odeh-b0725928/) | **[Repl.it](https://repl.it/)** |
-| [Fouad ElNaggar](https://twitter.com/ThufirHawat), [Peter Yared](https://twitter.com/peteryared) | **[Sapho](https://www.sapho.com/)**\* |
+| [Fouad ElNaggar](https://twitter.com/ThufirHawat), [Peter Yared](https://twitter.com/peteryared) | **Sapho**\* |
| [Steve Newman](https://www.linkedin.com/pub/steve-newman/31/a35/1a2) | **[Scalyr](https://www.scalyr.com/)**\* |
| [Ryan Tseng](https://www.linkedin.com/in/ryantseng), [Andrew Reiter](https://www.linkedin.com/in/andrewreiter), [Brandon Tseng](https://www.linkedin.com/in/brandontseng) | **[Shield AI](http://shield.ai/)** |
| [Joel Brinton](https://www.linkedin.com/in/joeldbrinton/), [Ben Morse](https://www.linkedin.com/in/ben-morse-75732110/) | **Signal Laboratories** |
@@ -248,7 +248,7 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Kartik Mandaville](https://www.linkedin.com/in/kar2905) | **[SpringRole](https://springrole.com)** |
| [Elizabeth Zalman](https://www.linkedin.com/in/elizabethzalman), [Schuyler Brown](https://www.linkedin.com/in/brownschuyler), [Justin McCarthy](https://www.linkedin.com/in/justinmccarthy) | **[StrongDM](http://www.strongdm.com/)** |
| [Chris Kelly](https://www.linkedin.com/in/christopherkelly) | **[Survata](https://www.survata.com/)** |
-| [Danny Rogers](https://www.linkedin.com/in/dannyrogers/) | **[Terbium Labs](https://terbiumlabs.com)** |
+| [Danny Rogers](https://www.linkedin.com/in/dannyrogers/) | **Terbium Labs** |
| [Kieran Snyder](https://twitter.com/kieransnyder), [Jensen Harris](https://www.linkedin.com/in/jensenharris) | **[Textio](https://textio.com/)** |
| [Anil Dash](http://dashes.com/anil/), [Gina Trapani](https://twitter.com/ginatrapani) | **[ThinkUp](https://www.thinkup.com/)** |
| [Fred Seibert](https://twitter.com/fredseibert), [Yoel Flohr](https://uk.linkedin.com/in/flohr) | **Thirty Labs** |
@@ -257,7 +257,7 @@ Curious [why a founder would want to work with us](https://www.youtube.com/watch
| [Andrew Baker](https://www.linkedin.com/in/abaker87/), [Chris Dralla](https://www.linkedin.com/in/cdralla/) | **[TypeLaw](https://www.typelaw.com/)** |
| [Scott Mueller](https://www.linkedin.com/in/scottamueller/), [Michael Yang](https://www.linkedin.com/in/michaelyang831/) | **[UCode](https://www.ucode.com/)** |
| [Alexander García-Tobar](https://www.linkedin.com/in/alexgarciatobar), [Peter Goldstein](https://www.linkedin.com/in/petergoldstein) | **[ValiMail](http://www.valimail.com/)** |
-| [Stephen Purpura](https://www.linkedin.com/in/spurpura) | **[Versive (formerly Context Relevant)](http://www.contextrelevant.com/)**\* |
+| [Stephen Purpura](https://www.linkedin.com/in/spurpura) | **Versive (formerly Context Relevant)**\* |
| [Michael W. Wellman](https://www.linkedin.com/in/mwellman), [Dmitry Dain](https://www.linkedin.com/in/dmitrydain) | **[Virgil Security](http://www.virgilsecurity.com/)** |
| [Justin Wohlstadter](https://twitter.com/justpw) | **[Wonder](https://askwonder.com/)** |
| [Ivan Kirigin](https://www.linkedin.com/in/kirigin) | **YesGraph**\* |