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How I Invest in AI Infrastructure

Damnang · Damnang’s Substack · July 11, 2026 at 07:18 · ⏱ 21 min read  | Read on Substack ↗
Summary
The author outlines a systematic investment framework for AI infrastructure and semiconductors, emphasizing sector conviction, industry mapping, and five factors for stock selection. He shares lessons from Intel's unexpected rally and applies his methodology to cases like AMD, Marvell, and others, arguing that second-place players benefit from sector growth and non-fundamental catalysts.
  • Intel stock rose from $20 to $140 despite the author's bearish view, teaching that sector growth can lift #2 players and that government/policy catalysts matter.
  • The author uses five factors: sector durability, company talent/assets, downside floor, perception gap, and catalysts beyond earnings.
  • AMD is bullish due to strong chip design talent, growing CPU/GPU share (as #2 to NVIDIA), and CEO Lisa Su.
  • Marvell benefits from custom ASIC expansion, NVIDIA's equity investment, and aggressive hiring as a lead indicator.
  • Micron (MU) benefits from HBM structural shift and US manufacturing policy flows.
  • Optics companies LITE and COHR are positioned as bottleneck suppliers with diversified laser portfolios and NVIDIA purchase commitments.
  • Credo (CRDO) and Astera Labs (ALAB) provide technology-hedge exposure to interconnect debates (copper vs optics, protocol generations).
  • The author's buy/sell rules include position sizing by conviction, not hope; never buying in a hurry; and selling when factor assessments deteriorate, not price alone.
Read time 21 min
Length 21,215 chars
Category finance
Ideas
Damnang Substack author, Damnang’s Substack
Author explicitly states 'I am still bullish on AMD' and maps it to his five factors: strong chip design talent (#2 in CPUs/GPUs/FPGAs), growing share despite NVIDIA dominance, CEO Lisa Su as key cata
Author explicitly states 'I am still bullish on AMD' and maps it to his five factors: strong chip design talent (#2 in CPUs/GPUs/FPGAs), growing share despite NVIDIA dominance, CEO Lisa Su as key catalyst, and downside floor from diversified products. Risk: AMD's GPU share may not grow fast enough to absorb demand; NVIDIA remains dominant in accelerators.
Damnang Substack author, Damnang’s Substack
Author says 'Marvell is another stock I have been analyzing and watching closely... here is why I like it.' He cites custom ASIC expansion with hyperscalers, NVIDIA's equity investment as a catalyst,
Author says 'Marvell is another stock I have been analyzing and watching closely... here is why I like it.' He cites custom ASIC expansion with hyperscalers, NVIDIA's equity investment as a catalyst, and hiring as a lead indicator of growth. Risk: Custom ASIC programs may not convert to meaningful revenue; competition from Broadcom and others.
Damnang Substack author, Damnang’s Substack
Author believes 'the change HBM has brought to the memory profit structure is a structural shift' and highlights growing HBM share, US manufacturing policy catalyst, and capacity investment as positiv
Author believes 'the change HBM has brought to the memory profit structure is a structural shift' and highlights growing HBM share, US manufacturing policy catalyst, and capacity investment as positives. Risk: Memory is cyclical; HBM demand may slow; concentration in single sector reduces theme resilience.
Damnang Substack author, Damnang’s Substack
Author identifies lasers and InP capacity as a bottleneck relative to AI bandwidth demand, notes NVIDIA investments and purchase commitments as catalysts, and points to diversified laser portfolio (EM
Author identifies lasers and InP capacity as a bottleneck relative to AI bandwidth demand, notes NVIDIA investments and purchase commitments as catalysts, and points to diversified laser portfolio (EML, CW, VCSEL) covering both pluggable and CPO directions. Risk: Optics sector is single-layer concentrated; technology shift away from current laser types could hurt.
Damnang Substack author, Damnang’s Substack
Author mentions Coherent alongside Lumentum as a laser/InP bottleneck play with NVIDIA purchase commitments and capacity expansion in manufacturing and R&D.
Author mentions Coherent alongside Lumentum as a laser/InP bottleneck play with NVIDIA purchase commitments and capacity expansion in manufacturing and R&D. Risk: Same as LITE: concentrated in optics, competitive pressure, technology risk.
Damnang Substack author, Damnang’s Substack
Author notes Credo 'straddles both sides of the media debate' (copper via AECs and optics via DSPs) so it benefits regardless of interconnect technology outcome, providing a hedge.
Author notes Credo 'straddles both sides of the media debate' (copper via AECs and optics via DSPs) so it benefits regardless of interconnect technology outcome, providing a hedge. Risk: Small company with unproven stamina between catalysts; volatility high.
More from Damnang’s Substack

This newsletter, published July 11, 2026, features Damnang discussing AMD, MRVL, MU, LITE, COHR, CRDO. 6 trade ideas extracted by AI with direction and confidence scoring.

Speakers: Damnang  · Tickers: AMD, MRVL, MU, LITE, COHR, CRDO