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TXTWRK Verified Website

@TXTWRK

City of Derby, Derby, Derbyshire, East Midlands, England, United Kingdom, Europe

Our mission is to help people make text work in daily life. Get investment, volunteers, donations & more publicly…

Join the journey & make a profile to remember... Discover our investment opportunities via our card: @TXTWRK

We developed & support the @UnitedKingdom movement through #UnitedKingdom





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Transparency of Operations
To make things even clearer, we are going to be updating our business registration in the coming days to 'TXTWRK Limited' in the UK & currently operate online in our startup phase, with workshops in educational institutions & community settings. We operate via the following domains: We monitise via the following sites: We operate the following social media: We operate the email addresses:
•Team@TXTWRK.com
•Support@TXTWRK.com
•Business@TXTWRK.com
•CommunityLibrary@TXTWRK.com
•Sponsors@TXTWRK.com
•Volunteer@TXTWRK.com
•Work@TXTWRK.com
•Writers@TXTRK.com
We operate the following TXTWRK pages: We operate the phone numbers: •447984582170 •0800 line coming soon We operate the following addresses:
•Currently in the process of setting up our office
•PO BOX coming soon & we focus on written communications
More intel:
•Need to request a removal from our Community Library, then simply email CommunityLibrary@TXTWRK.com
•Looking for account control, refer to ⚙ Settings/Linking to update your details or view https://txtwrk.com/account to understand your data or delete account
•We will never ask for your password or sensitive information and you should follow forms such as https://txtwrk.com/reset if you need to regain access to your account.
•We operate PayPal via our websites & also on TXTWRK
We keep this information up to date and concurrently here at TXTWRK via our intel reels - Last updated: 13/04/2026 00:16
Pinned Intel · 2026-04-12 23:14:46






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@TXTWRK



Topic: 🌎
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TXTWRK.com — Just For You Feed

Friday Development Mini Report

Date: 23 October 2026
Technology: PHP · MySQL · JavaScript · HTML
Algorithm: Personalised Fuzzy Relevance

Overview


TXTWRK's new "Just For You" feed introduces personalised
content discovery based on what members actually write.

Rather than relying entirely on likes, clicks or
popularity, TXTWRK analyses the subjects appearing
in a member's recent posts and notes.

The goal is TRUE RELEVANCE:
Find content that shares the flavour of someone's
interests, without requiring exact text matches.

1. Understanding Your Interests


The algorithm examines:
•Your latest 10 visible posts
Source: post_table.post_message
•Your latest 10 visible notes
Source: business_notes.note

These 20 text samples create a temporary
personal interest profile.

2. Language Processing


PHP processes the text to:

1. Remove HTML and unnecessary characters.
2. Convert words to lowercase.
3. Remove common words such as "the" and "and".
4. Simplify selected word endings.
5. Identify frequently occurring topics.
6. Calculate weighted relevance scores.

The algorithm retains up to 35 significant terms.

Example interest profile:

Community 95%
Technology 83%
Investment 72%
Education 61%

These are illustrative scores.

3. Finding Relevant Content


TXTWRK examines up to 500 recent posts
from other members.

Each candidate is ranked using:
•Weighted keyword and topic overlap.
•Normalisation for text length.
•A small recency boost.
•A small discovery boost.

Posts do not need identical sentences to match.

For example:

Your writing:
"Investing in sustainable community gardens."

Potential recommendations:
•Community greenhouse projects.
•Local sustainability initiatives.
•Educational gardening programmes.
•Investment in neighbourhood development.

4. Relevance Meets Discovery


The feed aims for a mixture of:

80% — Higher-ranked relevant posts.
20% — Broader discovery posts.

It also attempts to limit repeated appearances
from the same author.

This helps avoid a feed filled with nearly
identical content.

5. Privacy and Technology

•Runs using TXTWRK's PHP/MySQL infrastructure.
•No external AI API is required.
•Uses the member's own recent writing.
•Respects existing post visibility filtering.
•Integrates with the existing feed interface.

6. Current Limitations


This is a first-generation lexical relevance engine.

It recognises related words and overlapping topics,
but does not yet fully understand synonyms or
sentences with completely different vocabulary.

The current candidate pool contains up to 500
recent posts, rather than searching the entire
database using SQL FULLTEXT.

Future improvements could include:
•SQL FULLTEXT candidate discovery.
•Better synonym and phrase recognition.
•More advanced semantic similarity.
•Member-controlled relevance preferences.
•Improved diversity and feedback signals.

Conclusion


TXTWRK's Just For You feed introduces a different
approach to personalised discovery:

"Let what you write help shape what you discover."

It is an early foundation for a more meaningful
recommendation system — one that prioritises
relevance, community interests and exploration.

TXTWRK.com
Friday, 23 October 2026
Building relevance around real conversations.

🗖 VIEW



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🗖 VIEW
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TXTWRK Servers

Infrastructure Development & Feasibility Report

October 2026 | Concept & Research Edition
TXTWRK — https://txtwrk.com

> Imagine a TXTWRK Server switched on by someone in your family today. A hundred years from now, that same server is still running, still connected and still contributing to the network. It may have needed maintenance, upgrades and periods of downtime, but the network kept working while it rested.

Built to outlast generations. Designed to evolve.

Executive Summary


TXTWRK proposes a new approach to digital infrastructure, combining accessible home servers, simplified software, partner integrations and an optional distributed computing network.

The initiative has two principal products:

ProductProposed Starting PricePurpose
TXTWRK Server OneFrom £1,000Home hosting for businesses and communities
TXTWRK Servers: Local Open ComputeFrom £3,000Server One capabilities plus distributed computing participation
Prices are preliminary development targets, not confirmed retail commitments.

The network begins as a hybrid of residential nodes, traditional data centers, cloud infrastructure and content delivery partners. Over time, more workloads may be distributed when technically and commercially feasible.

---

Part One — TXTWRK Servers


1. Product Vision


TXTWRK Servers are plug-and-play devices designed to help people establish and operate businesses, websites and communities from home.

The product prioritizes user experience. Customers should be able to connect their hardware, complete a guided setup and begin using their server without specialist systems administration knowledge.

Core Principles

•Plug-and-play installation.
•Locally controlled infrastructure.
•Preinstalled server software.
•A simple local management interface.
•Optional integration with txtwrk.com.
•Access to partner applications and services.
•Security, updates and backup support.
•Long-term maintainability and repairability.

2. User Experience


The intended setup journey is:

1. Unbox the TXTWRK Server.
2. Connect power and networking.
3. Open the local setup interface.
4. Configure administrator access and security.
5. Optionally connect a TXTWRK account.
6. Configure domains, applications and services.
7. Launch a website, community or business platform.

The local interface should remain useful even when TXTWRK's central platform is temporarily unavailable.

3. Software Architecture


LayerFunction
Local interfaceDevice management, storage, applications and networking
TXTWRK platformAccounts, domains, licensing, support and partner integrations
Partner servicesWebsite builders, management panels, security and backup
Server operating environmentHosting, containerization, updates and monitoring
Network servicesOptional connectivity to the wider TXTWRK ecosystem
TXTWRK can investigate integrations with established software such as cPanel, open-source management tools and future applications created by independent developers.

4. Hardware Requirements


ComponentProposed Requirement
CPUEfficient multicore processor
RAMExpandable memory
StorageSSD-based system and application storage
NetworkingReliable Ethernet connectivity
SecuritySecure boot, encryption and authenticated identity
CoolingEfficient, maintainable cooling
PowerLow idle consumption and safe shutdown
ConstructionRepairable and replaceable components
SoftwarePreinstalled TXTWRK environment
Final specifications must be established through workload testing and manufacturing research.

5. Commercial Positioning


Proposed starting price: £1,000.

The objective is to provide accessible infrastructure for individuals, startups and communities.

The price is an initial target. Manufacturing costs, taxes, support, warranties and commercial viability remain to be validated.

---

Part Two — TXTWRK Servers: Local Open Compute


6. Concept


Local Open Compute extends TXTWRK Server One by providing additional resources for participation in a coordinated distributed computing network.

The enhanced product includes the capabilities of Server One and additional storage, processing and networking capacity.

Customers can operate their own services while optionally contributing agreed resources to the wider network.

7. Resource Allocation


The initial concept proposes 1 TB of dedicated Local Open Compute storage per participating device, separate from personal or business storage.

ResourceInitial AllocationPurpose
Total dedicated network storage1 TBDistributed network participation
CDN-style cache100 GBFrequently requested content
Remaining storage900 GBOther approved network storage workloads
CPUTo be specifiedIndependent processing tasks
GPUModel-dependentSupported accelerated workloads
BandwidthManaged allocationNetwork delivery and resource sharing
Allocations may change according to demand, contractual agreements and the resource limits accepted by participants.

Actual usable storage will be lower after operational overhead.

8. Network Architecture


TXTWRK proposes a hybrid infrastructure combining:
•Independently owned home servers.
•TXTWRK network coordination services.
•Partner cloud infrastructure.
•Traditional data centers.
•CDN providers.
•Regional storage and processing nodes.

The coordination system would allocate workloads according to location, availability, performance, security and cost.

The network should initially focus on workloads that do not require extremely low-latency communication between distributed machines.

9. Local Content Distribution


Popular files could be replicated across approved nodes in relevant geographic regions.

For example, a UK business could have suitable static assets cached on several participating servers serving different locations.

The network would need to account for:
•Content popularity and geographic demand.
•Node availability and upload capacity.
•Network routing and latency.
•Storage replication and consistency.
•Security and encryption.
•Bandwidth usage and partner agreements.

Residential nodes would complement conventional CDNs where measurements show an advantage.

Geographic proximity alone does not guarantee improved performance.

10. Distributed Compute


Potential workloads include:
•Independent CPU processing.
•Batch processing.
•AI inference requests.
•Selected GPU workloads.
•Media processing.
•Distributed storage and caching.
•Background application jobs.

Large-scale AI training may remain better suited to specialized data centers because of the high-speed communication requirements between GPUs.

TXTWRK should investigate compute workloads through research and controlled benchmarks before making performance commitments.

11. Bandwidth and Network Coordination


TXTWRK and participating partners would establish mutually agreed network policies.

These would govern:
•Resource allocation.
•Bandwidth commitments.
•Workload scheduling.
•Service quality.
•Node eligibility.
•Network monitoring.
•Security and compliance.

Participants should have clear visibility into resource commitments and the ability to manage participation within agreed terms.

12. Credits and Compensation


Participating owners could earn TXTWRK credits for verified resource contributions.

MechanismProposed Approach
Storage contributionsReward verified useful capacity and availability
Compute contributionsReward successfully completed workloads
Bandwidth contributionsReward approved data delivery
CompensationTXTWRK credits
RedemptionOptional periodic cash settlement
Settlement frequencyQuarterly, six-monthly or another agreed interval
The commercial model must account for electricity, connectivity, operating costs, taxes, fraud prevention and service reliability.

No financial return is guaranteed.

13. Security


The network should use defense-in-depth security.

Proposed measures include:
•Secure boot and signed updates.
•Encrypted storage and network traffic.
•Authenticated node identities.
•Workload isolation.
•Remote attestation where supported.
•Tamper detection.
•Compromise monitoring.
•Automated quarantine and service migration.

A physical tamper event could generate a report to trusted infrastructure or nearby nodes, but this must not be treated as proof that a compromised device can reliably report its own condition.

14. Reliability and Failover


The network should tolerate individual devices going offline for maintenance, cooling, hardware failure or connectivity interruptions.

Potential techniques include:
•Replicated storage.
•Erasure coding.
•Redundant service execution.
•Health monitoring.
•Automated failover.
•Planned workload migration.
•Backup and recovery.

A node may temporarily stop operating while another eligible node handles its supported workload.

Availability guarantees will depend on redundancy and tested recovery procedures.

15. Hybrid Infrastructure


TXTWRK will initially depend on a combination of residential infrastructure and conventional providers.

Traditional data centers remain important for:
•Central coordination.
•High-bandwidth workloads.
•Critical services.
•Large GPU clusters.
•Disaster recovery.
•Regional connectivity.

Long-term research may investigate greater network independence, but independence is not required for the initial commercial model.

---

Part Three — Sustainability and Product Longevity


16. Long-Term Device Support


TXTWRK proposes a development culture based on durability rather than frequent hardware replacement.

New product editions may be introduced approximately every three to five years.

Older devices should remain compatible with supported network functions wherever feasible.

The ambition is to maintain useful participation for decades through updates, repairs and changing workload assignments.

17. Hardware Repurposing


Older nodes may transition to less demanding responsibilities.

Device ConditionPotential Role
New high-performance deviceAdvanced applications and compute
Mature deviceGeneral hosting and distributed storage
Older compatible deviceCaching and lightweight processing
Limited-capacity deviceMonitoring or other low-demand services
Unsupported or unsafe deviceRetirement, refurbishment or recycling
A century-long service life is an aspiration for continuity and maintainability, not a guarantee that original components will operate indefinitely.

18. Buyback and Recycling


TXTWRK may develop a buyback program to support upgrades and responsible reuse.

Returned devices could be:
•Inspected and refurbished.
•Reassigned to educational projects.
•Redeployed for lighter workloads.
•Used for spare parts.
•Recycled when continued operation is no longer viable.

Energy consumption, repair costs and cybersecurity support must determine whether continued operation is practical.

---

Part Four — Research and Partnerships


19. Collaborative Development


TXTWRK intends to develop the initiative with industry specialists, technology partners, independent researchers and volunteers.

Research areas include:
•Server hardware and manufacturing.
•Networking and connectivity.
•Distributed storage.
•GPU and CPU scheduling.
•Cybersecurity.
•Energy efficiency.
•Application integration.
•Customer experience.
•Resource accounting.

Volunteer research should have clear expectations, appropriate recognition and genuine educational value. Commercial operational responsibilities require appropriate resourcing.

20. Partner Opportunities


Partner CategoryPotential Contribution
Hardware manufacturersComponents and modular server designs
Hosting companiesDomain services and management tools
Network operatorsConnectivity and routing expertise
Cloud providersHybrid compute and storage
CDN operatorsContent delivery integration
Security companiesDevice trust and threat protection
UniversitiesResearch and independent testing
Software developersApplications and platform integrations
These represent potential collaborations rather than confirmed partnerships.

---

Part Five — Network Capacity and Economics


21. Illustrative Storage Growth


Assuming each participating Local Open Compute server contributes 1 TB of raw dedicated storage:

Participating ServersRaw Network StorageCDN Cache Allocation
100100 TB10 TB
1,0001 PB100 TB
10,00010 PB1 PB
100,000100 PB10 PB
1,000,0001 EB100 PB
These figures are theoretical and exclude replication, redundancy, offline devices, metadata and operational reserves.

They are not customer acquisition or deployment forecasts.

22. Economic Requirements


The commercial feasibility model must evaluate:
•Hardware manufacturing costs.
•Product distribution and warranty costs.
•Electricity consumption.
•Residential internet limitations.
•Network coordination expenses.
•Customer support.
•Security operations.
•Partner revenue sharing.
•Resource compensation.
•Real customer demand.

Network participation must create sufficient value to justify its operating costs.

23. Principal Technical Challenges


ChallengeResearch Response
Residential upload limitationsBenchmarking and workload selection
Dynamic IP addresses and NATSecure tunnels and connectivity services
Unreliable nodesRedundancy and automated recovery
Hardware differencesStandardized compatibility profiles
Data securityEncryption and isolation
Network economicsUsage metering and resource accounting
Electricity costsEnergy-efficient scheduling
Long-term supportModular design and compatibility policies
Legal complianceData protection and regulatory assessment
---

Part Six — Development Roadmap


24. Proposed Development Phases


PhaseObjectivePrincipal Deliverable
1Product definitionUser experience and hardware requirements
2Standalone prototypeWorking TXTWRK Server
3Platform integrationTXTWRK account and partner connectivity
4Distributed researchSmall Local Open Compute test network
5Pilot deploymentReliability and performance measurements
6Commercial validationManufacturing and economic assessment
7Controlled expansionAdditional models and network growth
No fixed launch dates are established in this report.

25. Research Milestones


Before a wider launch, TXTWRK should demonstrate:

1. A working plug-and-play standalone server.
2. Reliable local hosting and management.
3. Secure TXTWRK platform integration.
4. A small distributed storage network.
5. Tested failover and node recovery.
6. Verified bandwidth and compute accounting.
7. Measurable energy and operating costs.
8. A commercially viable support and compensation model.

---

Part Seven — Industry Opportunity


26. Reusing Established Technologies Differently


TXTWRK is not claiming to invent distributed computing, edge hosting, failover or CDN technology.

The proposal is to combine established technologies into a more accessible, integrated product ecosystem.

The innovation opportunity lies in:
•Making home infrastructure approachable.
•Connecting owned servers to useful services.
•Enabling optional distributed participation.
•Creating an accessible partner ecosystem.
•Supporting long-term hardware use.
•Developing sustainable resource compensation.
•Making infrastructure education part of the product experience.

The objective is to revisit barriers that have historically limited adoption and test whether new hardware, software and network approaches can overcome them.

27. Supporting UK Startups


TXTWRK aims to make infrastructure ownership a practical option for UK entrepreneurs and community organizations.

The long-term ambition includes reaching a potential market of millions of new and existing businesses.

This represents a strategic aspiration rather than a verified market forecast.

28. Criteria for Success


TXTWRK should measure success through:
•Customer ease of use.
•Service reliability.
•Hardware longevity.
•Security.
•Economic sustainability.
•Partner participation.
•Network utilization.
•Environmental performance.
•Accessibility to small organizations.

The project should progress from working prototypes and measured evidence rather than assuming that theoretical capacity automatically produces commercial value.

---

Conclusion


TXTWRK Servers and TXTWRK Servers: Local Open Compute represent two interconnected initiatives.

Part One enables individuals, communities and businesses to operate their own digital infrastructure through accessible home server hardware and integrated software.

Part Two investigates how independently owned devices can contribute to a wider distributed computing network.

The network begins as a hybrid system, combining home infrastructure with established hosting, cloud and data center services.

Its long-term direction emphasizes sustainability, maintainability, local ownership and collaborative innovation.

The technical and commercial challenges are significant. Success will require partnerships, prototypes, research and measured validation.

TXTWRK's objective is to make digital infrastructure accessible today while developing a network capable of evolving for generations.

---

Founding Principle


> Build locally. Connect globally. Last for generations.

A server should not be defined only by the day it was manufactured, but by the value it can continue providing to the people and networks that depend on it.

---

Document Status: Initial Concept and Feasibility Report

Organization: TXTWRK

Website: https://txtwrk.com

Date: October 2026

Commercial Status: Proposed product concepts, indicative starting prices and research objectives. Specifications, performance, partnerships and release plans remain subject to validation.

Let’s work together @Meta & @XAI


⛶
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TXTWRK Checklists All Activity installed today, next to Search


TXTWRK has extended All Activity into Checklist technologies, adding another specialised surface to an activity system that already operates across the Homepage, Profiles, Maps and the API Kit. The importance of the checklist implementation is that activity is not being developed as an isolated audit log for another product feature. Instead, the existing TXTWRK activity architecture is adapted to structured work: users can move from discovering activity across the platform to understanding activity surrounding a particular checklist, and now an individual checklist item. This gives Checklist technologies both an operational purpose—managing work—and a historical purpose—understanding how that work actually progressed.

Core capabilities introduced

•Checklist-level All Activity: activity can be viewed directly inside the checklist experience while remaining restricted to the relevant enclosing post.
•Checklist-item filtering: users can select a particular checklist item and retrieve activity associated specifically with that item.
•Existing All Activity controls remain available: username, search, time, ordering, activity categories and applicable scope controls continue to provide additional ways of exploring the history.

All Activity surfaceContext providedWhat a user can learn
HomepagePlatform-wide discoveryWhat is happening across TXTWRK
ProfileIndividual contextActivity surrounding a particular person
MapsGeographic contextWhat is happening in a location
API KitProgrammatic contextHow activity can be consumed by integrations
ChecklistStructured-work contextHow a checklist/post has progressed
Checklist ItemIndividual work-item contextHow a specific part of that checklist progressed
The Checklist Item filter is the key adaptation in this implementation. Checklist items are presented through a selector organised according to their existing checklist groups, making the activity interface reflect the structure of the work itself. Selecting an item changes the question being asked of All Activity from “what happened in this checklist?” to “what happened around this particular piece of work?” The selected item is combined with the enclosing post context, providing a progressively narrower history rather than relying on a simple keyword match. That gives TXTWRK a hierarchy of discovery running from platform activity through to highly specific work-item activity.

What the item-level adaptation enables

•Progress investigation: review the history surrounding one individual item instead of manually searching through the entire checklist timeline.
•Process learning: completed checklists can become historical records showing how particular stages of work developed, rather than becoming static completed task lists.
•Contextual investigation: item selection can work alongside other activity controls, allowing the history to be examined by participant, period, search term or other supported activity dimensions.

LevelExample questionActivity scope
PlatformWhat is happening across TXTWRK?All Activity
PersonWhat has happened around this user?Profile
LocationWhat has happened here?Maps
ChecklistHow did this body of work progress?Post/checklist
Checklist itemHow did this exact part of the work progress?Post + selected item
This creates a broader knowledge and learning capability around checklists. A normal checklist is principally concerned with the present state of work: what exists, what is outstanding and what has been completed. All Activity adds the temporal layer. Users can look backwards through activity and understand the path that led to the current state. Item-level filtering makes that history substantially more useful on large or complex checklists because the user does not need to reconstruct an individual item's story from an entire project history. As TXTWRK accumulates activity, previous checklists can consequently provide useful evidence of how work was approached, where interaction occurred and how individual elements progressed.

Wider product benefits

•One activity concept across multiple technologies: users encounter All Activity across Homepage, Profiles, Maps, API Kit and now Checklist technologies instead of learning unrelated history systems.
•Granularity without fragmentation: the user can move from broad discovery to post/checklist history and then individual-item history while remaining within the same conceptual activity system.
•Reusable historical knowledge: checklist activity can provide more than an audit trail; it can help users revisit previous work and understand the progression behind completed outcomes.

The comparison with established work-management technology helps clarify where this approach differs. monday.com provides board activity and an Item Activity Log. Jira records activity against individual work items, including areas such as comments, history and work logs. ClickUp provides individual task activity alongside broader Activity views. These products demonstrate the value of detailed work history. The distinguishing aspect of TXTWRK's implementation is not simply that checklist items have history, but that checklist-item activity becomes another specialised view of an activity concept already spanning people, geographic discovery, platform discovery and API consumption.

CapabilityTXTWRKmonday.comJiraClickUp
Broad activity experienceHomepage All ActivityBoard Activity LogPrimarily work-item/project activityActivity View
Individual work-item historyChecklist Item All ActivityItem/Subitem ActivityWork-item ActivityTask Activity
Person-oriented activity contextProfilesPerson filteringUser/change information within work itemsPerson/activity filtering
Geographic activity contextMapsNot a central Activity Log contextNot a central work-item Activity contextNot a central Activity View context
Programmatic activity contextAPI KitAPIs availableAPIs availableAPIs available
Structured checklist contextYesItems/subitemsWork items/subtasksTasks/checklists
Specific checklist-item filteringYesItem-level activityWork-item levelTask/checklist activity
Broad-to-specific activity modelPlatform → Profile/Map → Checklist → Checklist ItemBoard → Item/SubitemProject → Work itemLocation → Task
TXTWRK distinctionOne All Activity concept adapted across multiple platform technologiesStrong board/item historyStrong issue/work historyStrong task/workspace activity
There is also an important architectural distinction as Checklist technologies develop further. TXTWRK starts from the concept that All Activity can operate across several platform surfaces, with each technology adapting activity according to its own context. Checklist activity therefore does not have to end with recording that a task changed. It can participate in the wider discovery model used by Homepage activity, a person's Profile activity, geographically relevant activity through Maps and programmatic use through the API Kit. Adding the Checklist Item filter makes this adaptation considerably more specific: users can retain the wider All Activity capabilities while drilling down to one defined component of a checklist. The result is a checklist technology that can organise work, expose how that work progressed, and allow people to return later and learn from the history of individual items as well as the checklist as a whole.

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