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Rising SNS cycle costs put pressure on smaller ICP DAOs

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Operational costs are emerging as a growing concern for DAOs built on the Internet Computer’s Service Nervous System, with new modelling suggesting mandatory infrastructure canisters account for the bulk of ongoing expenditure.

TACO DAO, which operates on the SNS framework, runs six standard SNS canisters: root, governance, ledger, swap, index and archive. These are not custom built components but protocol level infrastructure provided by DFINITY and required for every SNS DAO. Projects cannot modify their design or improve their cycle efficiency.

Data shared by the DAO shows that over a 30 day period, these six canisters consumed roughly 170 trillion cycles out of a total 246 trillion cycles burned across 21 canisters. That equates to around 69 per cent of overall cycle usage, despite the project maintaining 15 custom application canisters alongside the SNS stack.

At current rates, with one trillion cycles equivalent to one XDR, about 1.35 US dollars, the six SNS canisters cost TACO DAO close to 230 dollars per month, or just over 2,790 dollars annually. Priced in ICP at roughly 2.20 dollars per token, that represents more than 1,270 ICP per year solely for core SNS infrastructure.

Under a proposal known as Mission70, which would increase cycle costs by five times, those same canisters would cost more than 6,350 ICP per year, or nearly 14,000 dollars at current prices. That figure excludes the DAO’s custom dapp canisters, which add further operational overhead.

Supporters of the proposal argue that pricing adjustments are necessary to align resource consumption with network economics and long term sustainability. Critics counter that raising costs before improving efficiency risks placing a disproportionate burden on smaller projects that lack alternative revenue streams.

TACO DAO describes what it calls a triple squeeze. First, base cycle costs may rise sharply if Mission70 proceeds. Second, proposed changes to the Network Nervous System would reduce the maximum dissolve delay for neurons from eight years to two, lowering potential maturity rewards for DAOs that rely on staking income to offset expenses. TACO DAO currently holds 7,777 ICP in an eight year neuron, and says the projected reduction in rewards would widen the gap between income and infrastructure costs. Third, ICP’s market price remains subdued, reducing the purchasing power of treasuries denominated in the token.

Taken together, higher operating costs, lower staking rewards and weaker token prices create a narrower runway for projects without steady external revenue. TACO DAO says it is working to optimise its own custom canisters, but the SNS infrastructure layer represents a fixed cost floor outside its control.

The debate also touches on comparisons with traditional cloud providers. While the Internet Computer offers features such as on chain governance, tamper resistant execution and a reverse gas model, the raw compute workload of a modest backend and frontend could be hosted on conventional infrastructure for far less. TACO DAO estimates its full monthly cycle burn across all canisters is around 330 dollars at current rates. At five times the cost, that would approach 1,660 dollars per month, exceeding the annual price of some small cloud servers.

Proponents of ICP argue that such comparisons overlook the value of decentralised governance and cryptographic guarantees, which are difficult to replicate in Web2 environments. Others say the premium must remain within reach of early stage projects if the ecosystem is to grow.

Particular attention has been drawn to the SNS index canister, which according to TACO DAO’s figures burns more than 80 trillion cycles per month on its own. The DAO has published an AI assisted and human reviewed audit suggesting that efficiency improvements across the six standard SNS canisters could reduce their cycle consumption by between 60 and 90 per cent. If accurate, those savings would materially alter the cost profile for every SNS project.

Whether such optimisations are technically feasible or aligned with network priorities remains an open question. What is clear is that infrastructure pricing is becoming a central issue for SNS based DAOs. For projects still building revenue, the balance between decentralised guarantees and operating costs may determine whether they remain within the SNS framework or consider alternative structures.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

Menes Protocol Opens Public Sale as Multichain Pitch Gains Early Traction

Menes Protocol has opened the public sale of its $MENES token, positioning itself as a fully on chain, multichain wallet and automation platform built on Internet Computer technology. Within the first days of launch, the team reports that roughly 23 per cent of the public allocation has been taken up, with just over 794,000 tokens sold from a 3.5 million public pool.

The sale dashboard shows a token price of $0.035, with payments accepted in ICP, ETH, SOL and XRP. At the time of writing, more than 8,000 ICP has been raised alongside smaller contributions in ETH, SOL and XRP. The overall sale target stands at 6.5 million tokens, with the remainder split between the public allocation and a separate Tjati Council allocation that has yet to begin.

The project’s messaging centres on a fully on chain frontend and backend, built on the Internet Computer and its Chain Key cryptography. According to the team, this architecture removes reliance on centralised servers and custodial intermediaries. Users are promised native asset control across multiple networks including Ethereum, Solana, Internet Computer and XRP, with no need for wrapped assets or traditional cross chain bridges.

That claim places Menes in a competitive and closely watched corner of the market. Cross chain infrastructure has long been a weak point in crypto, with bridge exploits responsible for some of the largest losses in recent years. Projects that argue for bridge free or natively secured multichain access often point to those incidents as evidence of structural risk in existing models. At the same time, technical assurances around security and decentralisation tend to require sustained scrutiny over time, particularly once platforms handle larger volumes of value.

Menes says its wallet is non custodial and designed for both retail users and automated agents. An SDK is already live, aimed at developers building multichain strategies or AI driven tools. The beta version of its on chain automation features has also been released, allowing users to test programmable strategies across supported networks.

Community response appears active. The team recently increased the maximum allocation per wallet from 50,000 to 200,000 tokens following requests from participants. Staking incentives are being promoted heavily, with high advertised APY for early entrants. A large portion of the early circulating supply is already staked, according to project communications, which could tighten liquid supply during the sale period.

Supporters frame the protocol as a unifying layer for fragmented ecosystems, appealing to traders, builders and automated systems alike. The pitch is straightforward: one wallet interface, access to multiple chains, and automation built directly into the infrastructure.

Sceptics, however, will likely look for independent audits, stress testing results and clarity around governance before drawing firm conclusions. Multichain promises are common, but delivering seamless, secure interoperability across networks with different virtual machines and consensus models remains a complex engineering task.

For now, the numbers suggest early momentum. If the current pace continues, the public allocation could close quickly, leaving only the higher threshold Tjati Council allocation available, which carries a minimum commitment of one million tokens.

As with any token launch, prospective buyers face familiar risks. Market conditions remain volatile, regulatory settings vary by jurisdiction, and early stage infrastructure projects can evolve rapidly from their initial roadmaps. Menes Protocol has put forward an ambitious technical blueprint. The coming months will show whether uptake, security and developer activity match the early enthusiasm seen in its opening week.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

Whales Accumulate ICP as Price Struggles, Raising Questions Over Market Structure

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Large holders of ICP have been increasing their positions since late October, even as price action has remained under pressure. On chain data indicates that supply held by so called humpback whales and whales has climbed steadily in recent months. Holdings among humpback wallets reached a record high in February, while balances controlled by whale addresses are at their strongest level since March 2023.

That shift prompts a simple question. If larger players are accumulating, who is selling?

Part of the answer may lie in ongoing token inflation. New supply entering the market through node rewards and voting incentives continues to expand circulating tokens. In that context, rising whale balances can reflect absorption of newly issued ICP rather than aggressive spot buying alone. Inflation can mask underlying accumulation, particularly when demand is uneven.

Another factor is the growing influence of derivatives markets. Across much of the altcoin sector, perpetual futures and leveraged products often exert greater short term influence than spot flows. When funding rates, open interest and liquidation clusters dominate price discovery, spot accumulation does not always translate into immediate upward movement. Traders positioned on leverage can push prices lower even as larger holders quietly build exposure.

If derivatives are indeed setting the tone, price valuations may reflect trading dynamics as much as fundamentals. That does not necessarily imply coordinated manipulation, but it does highlight how leverage and liquidity conditions can distort signals that on chain data might otherwise send.

For ICP, the discussion increasingly centres on structural issues rather than short term price swings. Inflation remains a concern for some investors, particularly where rewards outpace organic demand. Reducing node and voting emissions has been floated within community debates as one way to ease supply pressure, though any adjustment would involve governance processes and trade offs.

Usage and adoption sit at the core of the longer term outlook. Transaction demand, developer activity and real world applications are likely to determine whether accumulation by large holders proves prescient or premature. Without sustained growth in network activity, supply reduction alone may struggle to shift sentiment.

The divergence between whale behaviour and price action leaves room for interpretation. It could signal quiet confidence among experienced participants. It could reflect strategic positioning in a leveraged market. Or it could be a temporary imbalance in a sector still wrestling with inflation and profitability challenges.

What is clear is that headline price does not tell the full story. As the altcoin market continues to adjust to tighter liquidity and more selective capital flows, attention may increasingly turn to fundamentals rather than short term volatility.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

ICPSwap Burns 1.59 Million ICS as Total Supply Reduction Nears 28.74 Million

ICPSwap has carried out another buyback and burn, removing 1,595,152.07 ICS from circulation, according to transaction records on the Internet Computer dashboard. The burn, dated 20 February 2026, carries an estimated value of about $4,070 at current prices.

The latest transaction was executed through the ICS Buyback and Burn canister, identified on chain as cbkxt-gaaaa-aaaag-qcs4a-cai. Public records show the cumulative number of ICS tokens burned has now reached 28,740,323.85.

Token burns are designed to reduce circulating supply, with the aim of supporting price stability over time. In practice, the impact depends on several factors including trading volumes, broader market sentiment and the overall health of the ecosystem. Supply reduction alone does not guarantee price appreciation, particularly during periods when liquidity across the altcoin market remains tight.

ICPSwap operates within the Internet Computer ecosystem, where decentralised applications and service canisters handle governance, tokenomics and execution on chain. The buyback and burn mechanism is presented as part of its long term economic model, using allocated funds to repurchase tokens before permanently removing them from circulation.

Recent activity shows burn events continuing at a steady pace. While some investors view consistent supply reduction as a positive signal of commitment to token economics, others note that sustainable value creation ultimately depends on user growth, transaction demand and fee generation.

The broader digital asset market has experienced uneven conditions in recent months, with volatility affecting both major tokens and smaller ecosystem projects. In that context, projects using buyback strategies face scrutiny over transparency and funding sources. ICPSwap’s burn records are publicly accessible on chain, allowing participants to verify transactions independently.

Whether continued burns translate into stronger market performance for ICS will likely depend on adoption metrics and overall confidence in the Internet Computer network. For now, the data confirms that the token’s circulating supply continues to shrink, with nearly 28.74 million ICS removed to date.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

ICP Shorts Hit Record High as Sentiment Slumps

0

Short positions on ICP have climbed to their highest level on record, while sentiment around the token has fallen to historic lows, according to data from IC Terminal and derivatives tracking platforms. The divergence between positioning and mood is stark, and it is unfolding against a broader backdrop of weakness across the altcoin market.

The rise in short exposure suggests traders in the derivatives market are bracing for further downside. In crypto, derivatives often lead price action rather than follow it. Perpetual futures funding rates, open interest and liquidation levels tend to shape short term direction, particularly during periods of stress. When positioning becomes crowded on one side, volatility can follow, though the timing and direction of that move are rarely straightforward.

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Over the past few weeks, discussion around ICP on social media has grown increasingly hostile. Frustration, anger and fatigue are easy to spot. For many retail participants, drawdowns have been painful and prolonged. Sharp rallies have faded quickly. Confidence has thinned.

Historically, however, heightened emotion has not always marked a market bottom. Capitulation can involve noise, but durable lows often arrive in quieter conditions. Periods of boredom and apathy, when attention shifts elsewhere and trading volumes dry up, have tended to coincide with longer term turning points. That phase can take time to emerge.

Two broad outcomes sit ahead. Either the project fails to regain traction and capital rotates into newer narratives, resetting the cycle. Or it stabilises, rebuilds and eventually recovers alongside stronger market conditions. Both paths have precedent in crypto’s short history.

Time is often the hardest variable for retail investors to manage. Extended downturns can stretch from 12 to 18 months, sometimes longer, testing patience and conviction. During these stretches, price action can grind lower or move sideways, wearing down participants without delivering a clean break.

ICP’s current position cannot be separated from the wider state of the altcoin market. Many projects launched during bullish phases now face tough scrutiny. A lack of clear use cases, limited customer adoption and thin revenue streams are common criticisms. Cash flow remains scarce across much of the sector. These structural weaknesses are drawing sharper focus as liquidity tightens and investors become more selective.

That does not mean every project is destined to fade. Cycles in digital assets have repeatedly shown that a subset of protocols adapt, refine their offerings and outlast the downturn. Those that build sustainable products and attract real users tend to stand out when capital returns. Whether ICP can achieve that remains an open question, and opinions differ widely.

For now, the derivatives market appears to be setting the tone. Elevated short interest reflects conviction among bearish traders, but it also raises the possibility of abrupt reversals if positioning becomes too one sided. Short squeezes are a familiar feature of crypto markets, particularly when liquidity is thin.

At the same time, record short exposure does not guarantee an imminent bounce. Crowded trades can persist longer than many expect, especially when macro conditions or sector wide pressures reinforce the trend. The broader environment, including risk appetite across financial markets, will likely influence how the next phase unfolds.

Investors watching ICP face a choice between patience and repositioning. Some view the current pessimism as a warning sign of deeper issues. Others see it as part of the cyclical nature of digital assets, where extremes in sentiment eventually give way to new narratives.

What is clear is that confidence alone will not restore momentum. Sustainable recovery, if it comes, will depend on tangible progress, product adoption and clearer economic foundations. Until then, the tug of war between spot buyers and derivatives traders is likely to define the short term path.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

Foreign Investors Pour Billions Into Brazilian Shares as Inflows Gather Pace

0

Global investors are stepping up their exposure to Brazilian equities, sending fresh capital into the country’s stock market at a pace that already exceeds last year’s total.

Data for 2026 show foreign inflows of $6.6 billion so far, overtaking the $4.9 billion recorded across the whole of 2025. The shift has been reflected in trading activity. Average daily turnover in Brazilian equities reached $6.1 billion last month, the highest level since November 2022, suggesting renewed confidence among overseas buyers.

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Market performance has followed the money. The iShares MSCI Brazil ETF, known by its ticker EWZ and covering the majority of the country’s listed stocks, rose 17 per cent in January, marking its strongest monthly return since 2020. The move has drawn attention from investors seeking exposure to emerging markets at a time when currency and commodity trends are shifting.

A softer US dollar has made assets priced in other currencies more attractive, while firmer commodity prices have improved the outlook for exporters. Brazil’s equity market has heavy weightings in energy, mining and agriculture, sectors that benefit from rising global demand and stronger raw material prices.

The rebound comes after periods of volatility driven by domestic political debate, fiscal concerns and global risk aversion. While current inflows point to improving sentiment, analysts caution that emerging markets remain sensitive to changes in US interest rate expectations and geopolitical tensions.

For now, the direction of travel is clear. Capital is returning, liquidity is improving and valuations that were once viewed as stretched are again being reassessed. Whether this momentum can be sustained will depend on global conditions as much as on developments within Brazil itself.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

Claude code security enters research preview to help teams tackle hidden software flaws

Claude Code Security has been introduced in a limited research preview, offering organisations a new way to scan codebases for vulnerabilities and propose targeted patches for review. Built into Claude Code on the web, the tool is aimed at helping security teams identify issues that conventional testing methods often miss.

The release comes as many organisations struggle with mounting backlogs of unresolved software weaknesses. Rule-based static analysis tools remain widely used, but they typically search for known patterns. That approach can flag exposed credentials or outdated encryption, yet it often fails to catch more complex weaknesses such as flawed business logic or broken access controls. These are the kinds of issues that attackers frequently exploit and that require careful human scrutiny to uncover.

Claude Code Security takes a different route. Rather than matching code against a database of known flaws, it analyses how components interact and how data moves through an application. The system then suggests specific patches, which are reviewed and approved by developers before anything is changed. Each finding is re-examined through a multi-stage verification process designed to reduce false positives. Results are assigned severity and confidence ratings so teams can prioritise their work.

The company behind Claude says the tool builds on more than a year of research into the model’s cyber defence capabilities. Its internal red team has tested the system in competitive Capture the Flag exercises and in projects with external partners, including the Pacific Northwest National Laboratory. According to the company, recent testing with Claude Opus 4.6 uncovered more than 500 vulnerabilities in production open-source codebases, some of which had remained undetected for years. Maintainers are being contacted as part of a responsible disclosure process.

The launch arrives at a moment when artificial intelligence is beginning to reshape both sides of the cybersecurity equation. While AI can help defenders locate and repair weaknesses at scale, it may also equip attackers with faster ways to find entry points. The company acknowledges this tension, stating that the goal is to ensure such capabilities are placed in the hands of those working to secure systems rather than exploit them.

Access to Claude Code Security is initially limited to Enterprise and Team customers, with expedited entry offered to maintainers of open-source repositories. Participants in the preview will work directly with the development team to refine the product before a wider release.

For organisations weighing adoption, the promise is clear: deeper analysis of complex codebases combined with human oversight. Whether it can meaningfully reduce the volume of exploitable flaws across the industry will depend on how effectively it integrates into existing security workflows and how quickly defenders adapt to a rapidly changing threat environment.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

Iconfucius v0.3.0 Launches on PyPI With Chain Fusion Trading Tools for Bitcoin Runes

0

Iconfucius v0.3.0 is now live on PyPI, introducing a command line trading assistant designed for Bitcoin Rune memecoins operating through Odin. The release positions the tool as an AI driven companion for traders who prefer working from the terminal while retaining control over wallets and execution.

Built around the Chain Fusion framework on the Internet Computer, iconfucius connects directly to Bitcoin infrastructure while integrating AI guidance into the trading workflow. The project describes itself as a practical assistant rather than an automated black box. Users interact through a familiar CLI chat interface, issuing instructions in plain language while receiving structured feedback on market conditions and trade activity.

The tool is tailored for tokens issued via Odin, the Rune platform associated with the broader Bitcoin ecosystem. Through iconfucius, users can fund wallets using ckBTC or BTC and manage multiple trading bots concurrently. The system supports live market data feeds, including current price, one hour, six hour and 24 hour changes, as well as market capitalisation, trading volume and liquidity metrics.

A feature aimed at accessibility allows trades to be expressed in US dollars. For example, a user can input a command to buy a specified dollar amount of a token, with real time BTC to USD conversion handled within the interface. Trade logs are enriched with execution price, estimated token allocation and USD denominated profit and loss tracking, giving traders a clearer audit trail of performance.

Security remains a core focus of the release. Transactions are signed on chain using threshold Schnorr cryptography native to the Internet Computer, while certificate verification is built in to reduce reliance on third parties. According to the development team, private keys do not leave the chain environment, addressing concerns around custodial risk and blind signing practices that have affected parts of the crypto market in recent years.

The AI layer is currently powered by Claude, with plans to support additional models. Each trading persona retains memory of past trades and strategy adjustments, allowing the system to reference previous activity in future sessions. Supporters argue this helps users refine their approach over time. Critics may point out that AI guidance in volatile memecoin markets still carries inherent risk, and disciplined oversight remains essential.

Installation has been streamlined. Users can install the package directly from PyPI using pip and launch the tool immediately. An onboarding wizard activates automatically on first run, guiding users through wallet setup and configuration.

The launch arrives as interest in Bitcoin based token standards continues to evolve, particularly following renewed attention on Runes. While memecoin trading remains speculative, infrastructure projects such as iconfucius indicate that developers are working to build more structured tooling around the sector.

Whether iconfucius becomes a staple in the Rune trading community will depend on adoption and performance under live market conditions. For now, the v0.3.0 release signals a push toward combining AI assistance, on chain security and terminal based trading in a single package aimed at technically confident crypto users.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

Every contribution helps keep the lights on, the stories flowing, and the crypto clutter out.

Thank you for reading, sharing, and being part of this experiment in decentralised media.
—Team Ledger Life

Juno Upgrades GitHub Integration With OIDC Deployments and Native Sign In

0

Juno has rolled out an upgraded GitHub integration aimed at simplifying deployments and bringing authentication closer to the workflows developers already use.

The update removes the need for storing static GitHub secrets when deploying through GitHub Actions. Previously, developers were required to generate and manage a JUNO_TOKEN, adding operational overhead and the risk associated with long lived credentials.

The new recommended approach uses OpenID Connect. Instead of relying on a fixed token, GitHub and a Juno Satellite establish a trust relationship. Each workflow run receives short lived credentials that expire automatically once the job is complete. There are no tokens to rotate and no persistent secrets stored in repositories. If a workflow were compromised, there would be no standing credential left behind.

To support the change, Juno has introduced a Deployments screen within its Console interface. Developers can configure which GitHub repositories are authorised to deploy to a given Satellite and review past deployment activity. For those who prefer working from the command line, the same configuration options remain available through the CLI.

Alongside deployment changes, Juno now supports GitHub authentication for applications built on the platform. This allows end users to sign in with their GitHub accounts, a feature that aligns naturally with developer focused products.

Because GitHub does not natively support OpenID Connect for authentication in this context, Juno’s implementation relies on a small self hosted proxy that manages the OAuth exchange. The proxy issues a JSON Web Token after successful authentication. The Satellite verifies the token and creates a session for the user.

The setup requires additional infrastructure. Since the proxy signs tokens using RSA keys, the Satellite must access the corresponding public keys to verify them. Rather than forcing each Satellite to make repeated outbound calls, Juno uses a shared module called Observatory to fetch and cache the keys. Developers self hosting the proxy are also required to deploy their own Observatory instance and configure it to point to the proxy’s key endpoint.

The configuration may demand more effort than plug and play authentication services offered elsewhere. Yet the approach reflects a broader philosophy. Rather than attempting to replicate the full stack CI and CD environments provided by larger cloud platforms, Juno is focusing on tighter integration with tools developers already rely on, particularly GitHub.

The project’s creator acknowledged that building a fully managed deployment platform could be another route. Competing directly with established cloud providers would, however, require sustained infrastructure development and maintenance. For now, the emphasis is on improving compatibility and reducing friction within existing workflows.

For developers building products aimed at other developers, GitHub remains the centre of daily activity. By aligning more closely with that environment, Juno is positioning itself as a platform that adapts to established habits rather than asking teams to rework them.


Dear Reader,

Ledger Life is an independent platform dedicated to covering the Internet Computer (ICP) ecosystem and beyond. We focus on real stories, builder updates, project launches, and the quiet innovations that often get missed.

We’re not backed by sponsors. We rely on readers like you.

If you find value in what we publish—whether it’s deep dives into dApps, explainers on decentralised tech, or just keeping track of what’s moving in Web3—please consider making a donation. It helps us cover costs, stay consistent, and remain truly independent.

Your support goes a long way.

🧠 ICP Principal: ins6i-d53ug-zxmgh-qvum3-r3pvl-ufcvu-bdyon-ovzdy-d26k3-lgq2v-3qe

🧾 ICP Address: f8deb966878f8b83204b251d5d799e0345ea72b8e62e8cf9da8d8830e1b3b05f

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Bitcoin’s Last Bear Market Tested Conviction. Investors Now Eye Key Fibonacci Levels

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Bitcoin’s previous bear market remains fresh in the minds of many long term investors. The downturn that unfolded through 2022 was not a routine correction. It coincided with a string of high profile failures that shook confidence across the digital asset sector within a matter of months.

The collapse of Terra Luna and its UST stablecoin in May 2022 triggered a chain reaction. Three Arrows Capital entered liquidation soon after. Celsius froze withdrawals before filing for bankruptcy. Voyager Digital followed. By November, FTX had collapsed, taking further confidence with it, and BlockFi also filed for bankruptcy. The sequence left markets reeling and retail participation sharply reduced.

Bitcoin fell through several widely watched technical levels during that period. On longer term charts, the 0.618 Fibonacci retracement level, often regarded by traders as a key support zone in trending markets, gave way around the 28,000 dollar mark. For some investors, that breach marked the start of a structured accumulation strategy rather than a signal to exit.

One market participant noted that buying began in June 2022 once Bitcoin moved below the 0.618 level. Accumulation continued for more than a year, ending in October 2023 when price reclaimed that same level on the way higher. During that period, Bitcoin also touched and briefly slipped beneath the 0.786 retracement level, offering what many technical traders would describe as extended value territory.

Sentiment at the time was bleak. Fear dominated headlines. Crypto firms were under scrutiny, liquidity was tight, and confidence in centralised platforms had eroded. For investors willing to tolerate volatility, the drawn out weakness created time rather than urgency.

The chart now presents a different backdrop. Based on the same Fibonacci framework drawn from the cycle low to the 2021 peak, the 0.618 retracement currently sits near 58,900 dollars, while the 0.786 level is around 40,500 dollars. These zones are being watched closely by traders assessing where a deeper correction might find support.

Bitcoin has recovered strongly from its 2022 lows, supported by renewed institutional interest, the launch of spot exchange traded funds in the United States, and improving liquidity conditions. At the same time, volatility remains part of the asset’s character. Rapid advances have historically been followed by sharp pullbacks.

Some investors say they are prepared to wait for signs of widespread fear before committing fresh capital. Words such as panic, capitulation and apathy are used to describe the emotional cycle that often accompanies market bottoms. The idea is straightforward. When enthusiasm fades and activity slows, opportunity may quietly build.

Others caution that no technical level guarantees support, and macroeconomic conditions can override chart based expectations. Interest rates, regulatory developments and broader risk appetite all influence Bitcoin’s direction.

What remains clear is that the scars of the last bear market still shape strategy. For those who accumulated through the turbulence of 2022 and 2023, patience proved as important as timing. As price action evolves, the same discipline may be tested again.


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