Monday, 16 June 2025

Buchla 256

The Buchla 256 is a evolution from the Buchla 156 .


Its a voltage processor. 
The official Buchla name is "Dual control voltage adder".

There are two identical circuits.

The offset allows you to add 0-15V to whatever is 
plugged into any of the 4 inputs. 
(I've calibrated mine to 0-10V)

The 4 inputs are identical Attenuverters.
They invert/attenuate the voltage at the inputs.
eg if you plug +5v into a jack you will get +5V at the output
with the knob turned fully clockwise, and -5V at the output
with the nob fully anticlockwise.

At 12 O'clock it will be 0V


Allows for -10 to zero to +10V control of whatever is plugged into 
the corresponding jack.

Other Buchla CV processors:

Wednesday, 11 June 2025

How did the BOJ keep interest rates low for decades?

 The BOJ kept rates low by buying massive amounts of bonds, directly capping long-term yields, and operating in a low-inflation, slow-growth economy where markets accepted near-zero rates for decades.

After Japan’s asset bubble burst in the early 1990s, the economy stagnated and inflation disappeared.
In 1999, the BOJ introduced Zero Interest Rate Policy, pushing short-term rates close to 0%.

Why it worked:
1. Japan had persistent deflation (falling prices).
2. Weak growth meant little upward pressure on wages or prices.
3. With low inflation, markets accepted very low nominal rates.

Starting in 2001 (and expanding massively after 2013), the BOJ began buying:
1. Japanese government bonds (JGBs)
2. ETFs (stock funds)
3. Corporate bonds
4. REITs

By buying huge amounts of government debt, the BOJ:
Increased demand for bonds
Pushed bond prices up
Forced yields (interest rates) down

At one point, the BOJ owned over 50% of Japan’s government bond market.

-------------
Yield Curve Control (YCC)

In 2016, the BOJ introduced something more direct: Yield Curve Control.
Instead of just targeting short-term rates, they:
Set short-term rates at –0.1%
Targeted 10-year government bond yields around 0%
Promised to buy unlimited bonds if yields rose too much

This was essentially a price cap on long-term interest rates.
Markets didn’t fight it because:
Inflation was still very low
Domestic investors (banks, pensions) preferred safe JGBs
Japan funds most of its debt domestically

-------------------------
Structural Conditions That Helped

The BOJ could sustain this policy because of unique Japanese factors:

A. Deflationary Mindset
For decades, businesses and households expected low or falling prices. That anchored inflation expectations.

B. Aging Population
An older population saves more and spends less → weaker demand → lower inflation pressure.

C. Domestic Debt Ownership
Japan’s huge public debt (over 250% of GDP) is mostly held by:
Japanese institutions
Japanese households
The BOJ itself

This reduced the risk of capital flight or currency crisis.

----------------------

The Trade-Offs

Keeping rates low for so long created side effects:
Bank profitability weakened
Pension funds struggled
The yen weakened (at times sharply)
The BOJ’s balance sheet became enormous

By the early 2020s, rising global inflation forced the BOJ to gradually loosen Yield Curve Control and eventually exit negative rates.

--------------------------------
2024-2026

Even before the new 2026 government, the Bank of Japan has been rolling back decades of ultra-easy monetary policy:

In March 2024 it ended negative interest rates and exited yield curve control — a major structural shift away from “near-zero for decades.”

Since then, the BOJ has raised its policy rate multiple times (e.g., to ~0.75 % by late 2025), taking rates to their highest levels in decades and marking a move toward normalisation.

So the era of persistently ultra-low rates has already effectively ended.

The new government under Prime Minister Takaichi may influence policy direction — but isn’t directly controlling the BOJ
Japan’s monetary policy is technically independent, so the government doesn’t directly set interest rates. 

However:
The government is nominating BOJ board members, and some of the candidates are seen as reflationists — people who support continued stimulus to boost growth and inflation — which could make the BOJ less aggressive on tightening.

Recent statements from international bodies like the IMF have commended the BOJ for moving away from stimulus and urged further rate hikes while also warning against loose fiscal policy such as tax cuts.

Political moves like tax suspensions and higher spending have spooked markets, pushing yields and the yen around because of concerns about debt and inflation — which could indirectly affect the BOJ’s strategy.

So the current government’s fiscal stance might make monetary policymakers more cautious about cutting back on tightening too quickly — but the BOJ itself is still setting interest rate policy.

-----------------------

Japan’s transition away from giant negative rates and toward modest positive rates is undermining aspects of the yen carry trade that have supported global liquidity and speculative flows for years. That’s:

1. Pressuring speculative assets as cheap yen funding disappears.
   The yen carry trade has historically been funded by borrowing cheap Japanese yen 
   (because of near-zero or negative interest rates) and investing in higher-yielding assets elsewhere
2. Feeding volatility in crosses like AUD/JPY.
3. Supporting the USD vs JPY because policy divergence persists.
4. Creating ambiguity for gold — both as safe haven and as alternative asset.
   Gold often benefits from uncertainty and carry trade unwinds, 
   because when leveraged positions in risk assets unwind, some capital flows into safe havens .
   But stronger real rates (higher yields globally) can weigh on gold, since it has no yield. 
   So the net effect depends on how much market stress arises from carry unwind versus macro conditions.

Monday, 9 June 2025

Gaggia Gilda 1952

The Gaggia Gilda 1952 (sometimes misspelled “Guilda”) is one of the most important home espresso machines ever made. It was the first domestic espresso machine produced by Gaggia, bringing true lever-operated espresso from cafés into private homes.

The machine was introduced in 1952 by Achille Gaggia after years of work refining espresso extraction. It was designed to give home users an espresso experience similar to what Gaggia's commercial machines had brought to Italian coffee bars.

















At the time, most coffee prepared at home bore little resemblance to modern espresso. The Gilda used a piston lever mechanism, allowing pressure-driven extraction rather than relying solely on steam. This approach was closely tied to the innovations that helped create modern espresso with crema.

The name "Gilda"

According to Gaggia's own historical accounts, the machine was named after the 1946 film Gilda and the iconic performance of Rita Hayworth.








Design

Collectors love the Gilda because of its distinctive mid-century Italian styling:

  • Handcrafted metal construction
  • Vertical boiler design
  • Lever-operated brewing
  • Art Deco / early modernist aesthetics
  • Chrome finishes and sculptural form










The later Gilda 54 variant became famous for its twin protruding levers, earning the nickname "Rabbit Ears."






Collectability today

Original Gilda machines are rare and highly sought after by espresso historians and collectors. Enthusiasts on espresso forums and Reddit often describe them as historically significant because they represent the beginning of home espresso culture and the early lever-machine era. Surviving examples frequently require restoration due to age, including replacement seals, wiring, and boiler servicing.




YearEvent
1938Achille Gaggia patents his steam-free espresso system. (Gaggia)
1948Gaggia company begins commercial machine production. (Wikipedia)
1952Gilda launched as Gaggia's first home espresso machine. (Gaggia)
1954Gilda 54 ("Rabbit Ears") follows. (Gaggia)

.....

For many espresso historians, the Gilda sits in the same conversation as early lever machines from brands like La Pavoni—not because it was the first espresso machine ever made, but because it helped define what home espresso could be.



DOBOZ - Touch Sensing Note Memory - Buchla format 4U --- part 1

These are my build notes for the DOBOZ TSNM module
 I like the compact format.
Its a sequencer +
 
Here are some pics of the raw PCBs
 


There are two versions of this module .
One uses a teensy 3.2, and a second uses a teensy 4.0
i bought this board many years ago when teensy's 3.2 were plentiful.
I recently received a NOS 3.2, so thought I'd finish this build.


My board is from 2017. rev 1.0

MPR121 breakout board.


Links
+ BOM 


SEMICONDUCTORS first
Orientation of IC1-IC5 and IC7, Q1, D1 and D2 is clearly designated on the PCB. 

74HC595 2 IC3, IC4 - shift registers
mouser 595-SN74HC595DR
 

 

OPA171
IC5 
SOIC-8 operational amplifier 
mouser 595-OPA171AIDR



TL072
 IC1 
SOIC-8 dual operational amplifier 
mouser 595-TL072CDR
 
 


ADP150-3.3V 
IC7 TSOT-5 linear voltage regulator 
Mouser 584-ADP150AUJZ-3.3R7
 



"The trickiest part may be the DAC8560 (IC2), it’s a VSSOP-8 device. 
This is hand soldered
 

Use lots of flux , a fine soldering tip and fine solder.
... and a steady hand


--------------

MMBT3904 
Q1 SOT-23 NPN bipolar transistor 
Mouser ;512-MMBT3904
I didn't have this exact transistor.
I used this instead:



Encoder: ordered and arrived.
Mfr. No:
EN11-HSM1BF20
Mfr.:
TT Electronics
 
 

Resistors..


Some of the resistors need to have 0.1% tolerance
2 x 100K, (R1 & R15)
1K x 1, 
27k, 
33k, 

teensy 3.2
mouser
coco.


Monday, 2 June 2025

MACD

 The Moving Average Convergence Divergence (MACD) is a popular, trend-following momentum indicator used in technical analysis to identify changes in the strength, direction, momentum, and duration of a trend in a stock's price. Developed by Gerald Appel in the late 1970s, it is a versatile tool that helps traders spot potential buy and sell signals. 

Core Components of the MACD
The MACD appears as an oscillator with three main components: 

1. MACD Line (Blue Line): Calculated by subtracting the 26-period Exponential Moving Average (EMA) from the 12-period EMA. It represents the short-term momentum relative to the long-term trend.
2. Signal Line (Orange/Red Line): A 9-period EMA of the MACD line. It acts as a trigger for buy and sell signals, smoothing out the MACD line's fluctuations.
3. Histogram: Represents the difference between the MACD line and the signal line. It shows when the lines are converging (moving closer) or diverging (moving further apart). 

How to Interpret the MACD
Signal Line Crossover: A bullish signal occurs when the MACD line crosses above the signal line (potential buy), while a bearish signal occurs when the MACD line crosses below the signal line (potential sell).
Zero Line Crossover: When the MACD line moves above the zero line, it indicates bullish momentum, while crossing below indicates bearish momentum.
Divergence: A "positive/bullish divergence" occurs when the price makes lower lows, but the MACD makes higher lows, suggesting weakening downward momentum. A "negative/bearish divergence" occurs when the price makes higher highs, but the MACD makes lower highs, suggesting weakening upward momentum.
Histogram Trends: Increasing histogram bars above the zero line indicate strengthening bullish momentum; shrinking bars suggest weakening momentum. 

Best Practices and Limitations
Best Market Condition: The MACD is most effective in strongly trending markets, but it can produce many false signals (whipsaws) in sideways or choppy, non-trending markets.
Lagging Indicator: Because the MACD is based on moving averages, it is a lagging indicator that tells you what has already happened, not what will happen.
Optimal Settings: While the default setting is (12, 26, 9), many traders use alternative settings for faster, more responsive signals, such as 3-10-16 for daily trading or 5-34-1 for more stable signals.
Confirmation: It is highly recommended to pair the MACD with other indicators (e.g., RSI for overbought/oversold, Volume, or Moving Averages) to confirm signals. 

Important: The MACD is not infallible, and it is crucial to use risk management techniques (like stop-loss orders) when using it.

Saturday, 24 May 2025

Banking CET1 ratio

 The CET1 ratio (Common Equity Tier 1 ratio) measures a bank's core liquid capital against its total risk-weighted assets. It serves as a key indicator of a bank's financial strength and solvency, showing how well it can handle sudden financial losses. [1, 2]
Formula and Definition
  • Numerator (CET1 Capital): The highest quality of regulatory capital, mainly common stock and kept earnings.
  • Denominator (Risk-Weighted Assets): Total assets adjusted for risk levels (like cash at 0% risk versus risky loans).
  • The Formula: \(\text{CET1 Ratio} = \frac{\text{CET1 Capital}}{\text{Risk-Weighted Assets}}\) [1, 2]
Requirements and Standards
  • Global Minimum: The international Basel III rules set a baseline minimum standard of 4.5% for the CET1 ratio.
  • Local Standards (Australia): The Australian Prudential Regulation Authority (APRA) requires domestic major banks to maintain a higher benchmark of 10.25% to ensure they remain unquestionably strong.
  • Safety Meaning: A higher percentage means the bank has more safety cushion and a lower chance of failing during a financial crisis. [1, 2, 3]

  • ===================================================
  • 2026
  • Australia’s major banks maintain strong Common Equity Tier 1 (CET1) capital ratios, averaging 12.1% to 12.2% across the sector. All four major institutions operate comfortably above the Australian Prudential Regulation Authority's (APRA) baseline regulatory minimum requirement of 10.25%. [1, 2, 3]
    Bank-by-Bank CET1 Ratios
    • Westpac (WBC): Reports the highest ratio among the big four at 12.4%, tracking well above its normal operating target of 11.25%. [1]
    • ANZ: Recorded a strong increase to 12.39% following positive capital generation through the early part of the year. [1]
    • National Australia Bank (NAB): Stands at 11.65%, which increases to a pro forma 12.05% after accounting for dividend reinvestment plan (DRP) capital actions. [1]
    • Commonwealth Bank of Australia (CBA): Reports a Level 2 CET1 ratio of 11.6%, balancing solid internal earnings generation against risk-weighted asset movements and dividend payments. [1, 2]
    Sector Context & Regulatory Requirements
    • APRA Minimums: The regulatory minimum CET1 requirement sits at 10.25% for major domestic systemically important banks (D-SIBs). [1, 2]
    • Capital Buffer: Sector performance highlights strong individual buffers, with collective holdings providing robust protection against credit quality shifts or economic uncertainty. [1]
    • Framework Evolution: Total capital rules continue to tighten under loss-absorbing capacity mandates, pushing banks to favor efficient Tier 2 capital structures alongside core CET1 stability

    • ----------------------------
    • At 30 June 2026, Macquarie Bank Group's APRA Basel III Common Equity Tier 1 (CET1) capital ratio was 13.8 per cent (Harmonised: 18.9 per cent), increasing from 12.8 per cent (Harmonised: 17.5 per cent) reported at the end of the financial year on 31 March 2026. These levels comfortably exceed the Australian Prudential Regulation Authority (APRA) regulatory minimum requirement of 9.0 per cent

Friday, 23 May 2025

Yield Curves

 A yield curve is a line graph that plots the interest rates (yields) of bonds with the same credit quality but different maturity dates (e.g., 1-month, 2-year, 10-year). It visually demonstrates how much return investors demand for lending money over varying time periods. 


How It Works
  • The Graph: The horizontal axis X shows time until maturity (from short-term to long-term). The vertical axis Y shows the corresponding yield (interest rate).
  • The Benchmark: Yield curves—most commonly created using government bonds like U.S. Treasuries—are widely used as benchmarks to determine mortgage rates, savings account yields, and corporate borrowing costs. 
The Three Main Shapes
The shape of the yield curve changes based on economic conditions, inflation, and central bank monetary policy: 
  • Normal (Upward-Sloping): Short-term yields are lower than long-term yields. Investors demand a higher return for the added risk and uncertainty of locking their money away for a longer period. This is the most common shape and typically points to an expanding economy. 


  • Inverted (Downward-Sloping): Short-term yields are higher than long-term yields. This rare shape occurs when investors anticipate an economic slowdown or recession, prompting them to lock in long-term rates now before central banks cut interest rates in the future. 

  • Flat:
    Yields are nearly identical across all maturities. This typically represents a transition period in the economy where the curve is shifting from normal to inverted (or vice versa).
The importance of yield curves is that they are a tool for forecasting economic strength and recessions


Steeper yield curves mean that the difference (spread) between short term bonds and long term bonds are greater. 

That's a sign that the market expects interest rates to rise.
This often happens when inflationary pressures are persistent and traders think the Fed will raise rates to combat that inflation.