This is about investing in high-yield bonds (risky corporate debt). Fund manager Bryan Krug says the key is whether a company can pay off debt with its cash flow, not its assets. He likes bonds of Beacon Roofing (roofing repair, bond fell to 89 cents, yield ~8%), Charter Communications (high-margin broadband), and Gardner Denver (energy equipment, undervalued when oil fell). He warns rating agencies often get it wrong, e.g., overrating Chesapeake Energy (bonds later fell 90%).
Bryan Krug manages the Artisan Partners Credit Team, overseeing over $3 billion in high-yield credit investments. This issue focuses on the methodology of high-yield bond investing. Krug believes the core advantage of credit investors lies in focusing on a company's deleveraging capacity rather than growth expectations, and by independently verifying data and identifying rating agency mispricing, they can consistently generate excess returns.
Krug notes that the high-yield bond market originated in the 1980s, initially as a subordinated financing solution for companies that banks were unwilling to lend to (with leverage exceeding 3-4x debt/EBITDA). Over the past 15 years, structured credit (such as CLOs) and regulatory changes have shifted the loan market from bank-held to syndicated distribution, with the loan market growing from zero to approximately $1 trillion. High-yield bonds typically have maturities of 7-8 years, are non-callable for the first 3-4 years, and carry call premiums of 4-5 percentage points. In contrast, the loan market features floating rates and limited call protection, resembling refinanceable mortgages.
Krug emphasizes that the core of credit analysis is assessing a company's deleveraging capacity, not its asset value. He prefers companies with high recurring revenue, low capital intensity, and high profit margins (e.g., insurance brokers, software companies), which typically have strong free cash flow-to-debt ratios. Krug argues that asset value evaporates quickly under stress scenarios—for example, in the energy market, when oil prices fell from $100 to $30, E&P bonds dropped from par to 35-40 cents. Therefore, he insists on "cash flow lending" rather than "asset-backed lending," considering this a key differentiator from most peers.
Krug believes rating agencies are "terrible," and their mispricing is a significant source of opportunity. For instance, in the energy sector, rating agencies overestimated diversification scale and underestimated cost structures, leading to undervaluation of low-cost Permian Basin companies and overvaluation of high-cost, diversified Chesapeake (whose bonds ultimately fell 90%). Krug gains an edge through independent data verification—for example, tracking storm data (by zip code, within a 20-mile radius) to verify Beacon Roofing's roof repair demand, or analyzing weekly box office data for cinema companies. He summarizes that credit analysis has evolved through three stages: 1) relying on management relationships before Regulation FD; 2) conducting independent research through competitors, former employees, and suppliers (approximately 150 calls annually); and 3) using data and analytics for real-time confirmation. Most credit investors remain in the first stage.
Krug points out that the high-yield bond market has multiple structural sources of mispricing:
Krug believes current credit market signals differ from equities: during the sharp stock market volatility in October 2018, high-yield bonds fell only about 1.5%, indicating the market is not pricing in a systemic recession. The risk he monitors is the approximately $1 trillion in undeployed private equity capital, which could trigger future LBO activity; if the quality of leveraged buyouts declines, it could become a precursor to future defaults. Current high-yield bond IRR is around 6-8%, with spreads of about 350 basis points, historically tight but supported by fundamentals (low default rates).
| Position | Guest Stance | Key Data |
|---|---|---|
| Beacon Roofing | Bullish (new position) | Bonds fell from par to 89 cents, yield around 8% (assuming 2-year call); core business is roof repair/replacement, driven by hail |
| Charter Communications | Bullish (core holding) | Broadband EBITDA margin around 70%, superior to cable TV; broadband connection is essential for streaming |
| Chesapeake Energy | Risk warning (rating error) | Bonds fell 90%, but rated BB; high-cost, diversified assets |
| Gardner Denver | Bullish (cyclical opportunity) | Approximately 50% exposure to energy, undervalued during oil price decline |
| J.Crew / Neiman Marcus | Bullish (turnaround opportunity) | Online sales account for 35-50%; company-specific mistakes are overly punished by the market |
| Caesars / PetSmart | Risk warning (covenant risk) | Issuers harm creditors by transferring collateral or exchanging at a discount |
1. "Credit investors are cash flow lenders, not asset-backed lenders" (Bryan Krug): Asset value evaporates quickly under stress (e.g., energy bonds from par to 35-40 cents), while cash flow deleveraging capacity is the core protection.
2. "Rating agencies are terrible" (Bryan Krug): AIG was still AAA-rated months before bankruptcy; in energy, low-cost companies were undervalued, and high-cost companies were overvalued—this is a persistent source of mispricing.
3. "Credit market signals lead equities" (Bryan Krug): During the October 2018 stock market crash, high-yield bonds fell only 1.5%, indicating non-systemic risk; rising credit costs are a disastrous signal for equities.
4. "The wave of BBB-rated bond downgrades is the biggest opportunity" (Bryan Krug): Approximately $5 trillion in BBB-rated bonds; once downgraded, institutions are forced to sell, creating a buying window; current BBB issuance is surging, with high cyclical downgrade risk.
5. "We never buy based on covenants, but covenant issues will prevent us from buying" (Bryan Krug): Approximately 85-90% of loans lack maintenance covenants; issuers can harm creditors by transferring collateral (e.g., J.Crew) or exchanging at a discount.
6. "Three stages of credit analysis: management relationships → independent research → data verification" (Bryan Krug): Most credit investors remain in the first stage, while Krug has moved to the third, gaining real-time advantages through customized data (e.g., storm tracking, box office data).
7. "The IRR of high-yield bonds is a math problem, not a psychology problem" (Bryan Krug): Unlike equities, bonds have fixed upside, making returns easier to model; current market IRR is around 6-8%.
8. "The most overvalued part of the market is the highest quality segment" (Bryan Krug): High-quality bonds are most vulnerable due to interest rate sensitivity; Krug has shifted to floating-rate loans to mitigate this risk.