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Essays

Inspirations Blog: Headliner

Making sense of the systems, decisions, and designs that shape city life

Inspirations Blog: Blog2

Cities shape our daily lives in ways we often take for granted. A sidewalk that suddenly feels too narrow. A commute that changes without explanation. A neighborhood that evolves faster than anyone expected. These moments are rarely accidental. They are the result of policies, planning decisions, infrastructure investments, and increasingly, digital systems guiding how cities operate.

The Essays take a closer look at those forces. They combine firsthand observation from cities with policy and systems analysis to explore how places grow, adapt, and sometimes get it wrong. Topics range from urban design and transportation to governance, infrastructure, and the emerging role of artificial intelligence and digital twins in city decision-making.

This writing is meant for curious readers, not specialists. You do not need a planning background to follow along. The goal is to make the systems behind urban life more legible, to ask better questions about how cities are built, and to understand how today’s decisions quietly shape the places we will live in tomorrow.

A potential new housing law authored by the Chair of the Senate Housing Committee, Senator Weiner, is making its way through the halls in Sacramento. The bill at play is SB 423 Land use: streamlined housing approval: multifamily housing developments and it aims to make it easier (and cheaper) to build housing in California by simplifying and accelerating housing permits in areas that are underperforming in their state housing targets.


California housing affordability crisis
San Clemente, CA

SB 423 is leaving no stone unturned to help tackle California's housing affordability issues. It even includes development timesaving efforts to bypass approval from the Coastal Commission for future multifamily projects like condominiums and apartments in beach communities. Adding an interesting angle to the housing solutions discourse.


It all sounds fine and dandy until we consider the viability and safety concerns of building along some coastal areas, or how this law will dilute coastal environmental protections and set a precedent to weaken the Coastal Commission's ability to protect and enhance California's coast and ocean for future generations. For years, rising sea levels have been a hot topic and so has the structural integrity of many coastal bluffs. Recently there have been several issues with bluffs near the Amtrak train tracks in Del Mar and San Clemente causing train service to pause that should not be ignored even with the urgency to build more housing equity across the state.


A recent CalMatters article: My house or my beach? How California’s housing crisis could weaken its coastal protections, does a good job of summarizing key concerns from all sides: housing advocates, environmental activists, coastal advocates, pro-housing legislators and the Coastal Commission. I see all points of view, and it's quite a quandary.


In my opinion part of the solution needs to provide more transparency and certainty for cities, developers and residents alike by giving California cities a deadline (in the near future) to complete a Local Coastal Plan (LCP) that includes a housing feasibility analysis. There are 126 coastal area segments and only 73% have an LCP on file with the Coastal Commission. The incentive for cities and counties to do an LCP is a good one. Once they have an LCP, the Coastal Commission's permitting authority over most new development is transferred back to that city or county and will shorten project review times.


Across California various factors have contributed to high housing prices, it's not simply a supply issue. For instance, home prices in San Diego County have skyrocketed not just because of lack of homes for sale, but also because of increased competition and speculation. Often many San Diegan's are competing with very wealthy foreigners, private investment companies or flippers looking to make profit. Also, during the pandemic many tech companies in Silicon Valley started to let employees live anywhere in California and many of them chose to leave their once sought-after homes in San Francisco for San Diego because they were fed up with paying high prices for small spaces in neighborhoods that had started to lose their sparkle. These Silicon Valley tech workers moved to San Diego and drove housing costs even higher than pre-covid prices. In fact, San Diego now tops San Francisco as the most expensive city to live in the country, and before the pandemic rents in San Diego were 28% lower than in San Francisco.


Even while prices are beginning to level out, first-time home buyers throughout California are still struggling to buy their first home. It's a mystery how average people in California can buy a house. If you’re wondering “how do I know if I can afford a median priced house in California” you’re not alone, I’m curious as well. After a quick problem solving introspection, I decided to follow the general rule of thumb that says housing costs should stay below 30% of your income after putting 20% down, along with the median California home sale price this May of $836,110. I plugged the numbers into the calculator, and it turns out you need to make around $215,650 per year to buy a house in California. That’s a hard pill to swallow, $215,650 is 2.5 times higher than the $84,097 median household income.


Without a doubt, California cities on the coast and inland areas need to think creatively to build more housing for current residents at various price points. We also need to think about more than just building more homes to solve the housing affordability crisis in the Golden State. We need more creative buying or renting incentives as well, if not more people will get priced out by others willing and able to push prices up even higher. Until it gets easier, cheaper, and faster to build more homes in California here are two other ideas to consider:


  1. During the pandemic employee retention bonuses became a thing for essential workers and many loyal workers around the globe that didn't jump ship to another job paying more, and maybe California needs to consider homebuying incentives for middle and low income first-time home buyers that have lived in the same county for X amount of years. This bonus can be a flat number or a sliding scale number that rewards the longer someone has lived in a local area with a higher incentive.

  2. Currently a combination of 10 states and cities in Alaska, Vermont, West Virginia, Arkansas, Oklahoma, Kansas, Iowa, Alabama, and Ohio are also paying people to move to their states. Many of these state resident attraction incentive campaigns are targeting Californians to move to their states or cities, and perhaps California should double-down with resident retention incentives as well. These retention incentives can consider various factors like income, occupation, industry, etc.

To save the California Dream and ensure it stays alive and kickin’ for generations to come we need to continue to think outside the box to increase housing affordability for more Californians.

Many places are eliminating parking requirements to help make it easier and cheaper to build more housing and reduce their carbon footprint. Interestingly, some see these attempts as the beginning of the end for the future of parking, but that’s not the case at all. It is simply an opportunity for a more demand-based parking approach that also helps to improve housing affordability and promotes more sustainable urban development.


The high cost of housing is a real issue in California and it can't be solved without increasing the supply of new housing. However, building housing in California is not cheap. In fact, Donald Shoup, the dean of parking studies at UCLA and the author of The High Cost of Free Parking, recently told Slate: “The way you really get affordable housing is to get rid of parking requirements. That reduces the price of housing for everybody, not just low-income residents.” We agree with Shoup, outdated and onerous parking requirements make it more expensive to build new housing. Parking policies need to be updated to account for how increased public transportation access and transit-oriented development helps offset future parking demand.


Parking requirements

If you're wondering how parking makes building housing more expensive, here's the short of it: parking costs a pretty penny to build, especially when it involves underground parking or building a parking structure. One underground parking spot can cost between $50,000 to $60,000 to build, not to mention the opportunity cost of using the space to build parking spaces instead of more housing units.


The California state legislature along with some cities across the Golden State have started to eliminate parking requirements to help reduce the cost of building more housing. The cities of San Francisco, San Diego, Emeryville, Berkeley, Alameda, Sacramento and Culver City have also eliminated parking requirements to help bring down the cost of new construction. Below is a timeline of the updated parking requirements policy progress in California:

California parking requirement policies

This year on January 1st thanks to AB2097 (Friedman, D-Glendale) the state of California now "prohibits minimum parking requirements for new housing, commercial and other developments located near transit to reduce vehicle emissions and promote denser, more affordable housing closer to people's destinations." With the passage of AB2097, California became the first state to broadly eliminate parking zoning requirements to promote more transit-oriented development; ironically, California was also the first state to implement minimum parking requirements in the 1920s.


The idea of removing parking requirements is to incentivize builders to use the saved money and space to build more housing. However, some are taking the "no minimum parking" requirements to mean no more parking will be built, and it's creating some strong opposition even among groups that agree reducing the cost of building new housing is essential to making a dent in the housing affordability crisis. Removing parking requirements for new housing does not eliminate parking demand. It simply means developers will have to study real-time market conditions to identify the needed parking spots for new housing developments; this is by no means the end of parking.


In a state that was primarily built around the automobile and neglected to upkeep or build more complimentary public transportation, it is no surprise that some are taking the elimination of minimum parking requirements as a personal attack on their way of life. Since I've moved back to San Diego from New York City 10 years ago, I have observed the gradual progression to increase density in an effort to tackle affordability and sustainability challenges in the Golden State. Yet, as much as everyone wants more housing and to protect the environment, taller buildings with less parking is not how many locals think of their beloved California and it is taking time for some to warm up to the idea of less urban sprawl and slightly taller buildings. The key thing to remember is that parking is not going away. Minimum parking requirements will simply no longer be an obstacle to build more housing.

Can cities convert vacant or underutilized office space to more housing units?

In theory the immediate answer is should be "Yes," yet the answer is more like "It's Complicated."


In fact if you Google "can cities convert office space into housing?" these are top 5 similar questions that "People also ask":



Equally as interesting here are also the search results from the 1st page on January 15, 2023. They are all links to articles from different publications that delve into the complexities of converting vacant, unused or underutilized office into housing:

  1. "Cities push to convert deserted office buildings into housing" published September 2022 by Axios

  2. "Why empty offices aren't being turned into housing, despite lengthy vacancies" published July 2021 by NBC News

  3. "Why the dream of turning empty offices into housing is a bust" published December 2022 by Slate

  4. "Converting office to residences can help fight the housing shortage" published December 2022 by Forbes

  5. "Cities are turning empty offices into apartments" published April 2022 by Quartz

  6. "Why it's so hard to convert offices into housing" published December 2022 by Quartz

  7. "The top 10 cities turning old office buildings into apartments -take a look inside" published November 2021 by CNBC

  8. "Newsom signs bill aimed to turn empty commercial properties into housing" published September 2022 by capradio

  9. "Yes, S.F. could turn empty downtown offices into housing. Here is what it would take" published October 2022 by the San Francisco Chronicle

  10. "Vacant stores will become homes more easily under new California laws" published September 2022 by NPR

Even before the work from home (WFH) phenomena started to create office vacancies during the height of Covid-19 the city planning world and policy makers had started exploring the idea of converting unused office space into housing as a strategy to tackle the housing affordability crisis plaguing many US cities.


Allowing housing in land currently zoned for office space helps to solve the problem of "where will we build it (more housing)" without perpetuating urban sprawl. So why can't we just do it? It's expensive. There's a ton of red tape and zoning laws that make it very hard to get a project approved and the conversion process takes a long time. The actual construction costs are also high, and in some markets it takes "almost as much money to convert an old building to residential as it does to build a new one from scratch." Also office rents are typically much more lucrative for developers than building housing units. So while the office building vacancy rate may make some building owners and developers reconsider their options, they also know the market is cyclical "would rather wait out the pandemic than begin a yearslong process."


Cities and states understand the potential this can have on their housing shortages and are putting policies into place to eliminate some of the land use red tape and also offer tax credit and financing tools incentives. Plus, repurposing existing underutilized buildings to higher use building also has some environmental benefits that make this strategy even more attractive. For instance, New York City's Office of Adaptive Reuse Task Force recently published their recommendations in a report. Last year, California, after years of pitching housing legislation finally passed two laws to accelerate housing construction around the state, Senate Bill 6 and Assembly Bill 2011.


Additional suggested readings

  • Insights on the NYC Office Adaptive Reuse Report read these insights from land use & real estate law firm Kramer Levin

  • Highlights on the two new California housing laws from the law firm Holland & Knight

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