Hashlogics
Glossary

The terms, defined plainly.

Short, precise definitions of the AI and software terms that come up in our work. Written so a non-engineer can follow them and an engineer will not wince.

Food cost variance

What the kitchen spent, minus what the menu sold should have cost.

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Prime cost (restaurant)

Food cost plus labor cost, as one share of sales.

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Silent AI (insurance)

Policy wording that neither covers nor excludes AI losses. The adjuster decides.

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AEDT (automated employment decision tool)

A score, a rank or a knockout that drives the hiring call.

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e-Manifest

EPA's electronic tracking system for every hazardous waste shipment.

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Key Data Element (KDE)

The facts FSMA 204 makes you record at every tracking event.

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NEC 2026 load calculation

Code math that decides whether an EV charger fits the panel you have.

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EPA Section 608 compliance

Certified techs, no venting, leaks fixed on a 30-day clock, records kept three years.

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Roofing supplement

The documented request that closes the gap between the adjuster's estimate and the real scope.

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Forward deployed engineer (FDE)

An engineer who builds inside your business, on your own systems.

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A miniature counting house desk with a balance scale comparing two open ledgers, the scale built in glowing blue acrylic, showing two records of the same money proven to agree.

Reconciliation

Two records of the same money. Prove they agree.

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Two miniature bank counters — a coin held under a raised stamp and coins settling into a drawer via a glowing blue chute — authorisation versus settlement.

Settlement vs authorisation

Approved is a promise. Settled is the money.

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A figure monitors a bank of brass gauge dials near their red zones around a central glowing blue model token, illustrating the ongoing oversight of risk from deployed AI models.

Model risk management

A model that's wrong with confidence is riskier than one that fails loudly.

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A miniature test bench where parts pass under a glowing blue multi-head gauge and drop into graded trays, showing how AI evals score outputs against several criteria at once.

AI evals

The regression test suite for a model that has no fixed right answer.

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A miniature desk shows a house model weighed on a glowing blue gauge whose needle sits inside a range band instead of one number, depicting an automated valuation as a price with a confidence range.

AVM (automated valuation model)

A price with no confidence range is a guess with a decimal point.

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A figure stamps a brass checkmark seal onto a glowing blue token passing through an inspection booth, illustrating software being checked and approved before release.

Computer software assurance (CSA)

Test hardest where failure reaches the patient. Write less elsewhere.

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A row of brass sample vials changes from plain contents to glowing blue liquid across a hairline crack in the shelf, illustrating training data drifting away from real-world data over time.

Dataset shift

The model did not change. The world did.

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A miniature clinic file with a health tab riveted to a name tab, the rivet built in glowing blue acrylic, showing how health data becomes protected the moment it is tied to a person.

PHI (protected health information)

Health data plus anything that points at a person.

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A miniature tank farm chart recorder plotting weeks of ordinary readings with a faint downward trend circled, the recorder built in glowing blue acrylic, showing a leak found only by studying the pattern over time.

Statistical inventory reconciliation

A leak conclusion, drawn from weeks of ordinary tank data.

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A cutaway miniature fuel station with tank gauges wired to a glowing blue reconciliation meter — wetstock management underground.

Wetstock management

Track every gallon from delivery to sale. Explain the gap.

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A miniature archive shelf with two matching folios, one sealed by a glowing blue clasp, showing the work product doctrine protecting one document from disclosure.

Work product doctrine

Protection depends on who directed the work, not who filed it.

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A miniature office shows a glowing blue sealed contract folder chained to a filing cabinet holding patient records, depicting a business associate agreement as the contract binding a vendor to protect that data.

BAA (business associate agreement)

The contract that makes a vendor legally answerable for patient data.

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A miniature open logbook beside a glowing blue pressing die stamping entries into a sealed, unalterable metal strip, showing what an audit trail locks in.

Audit trail

A log you can edit isn't evidence. An audit trail is a log you can't.

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A miniature medical records vault with a locked inner cage built in glowing blue acrylic, showing the extra layer of protection required around health data.

HIPAA

A federal law your whole system has to satisfy, not a feature a vendor sells you.

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A miniature warehouse shows a storage vault sitting inside a marked regional border while a glowing blue tube carries a capsule straight over the wall to an unmarked box outside it, depicting data residency broken by an outbound call.

Data residency

Your database region means little if a prompt leaves it for a model API abroad.

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A figure feeds blank brass document tiles into a press that stamps each into a glowing blue sorted token dropping into labeled trays, illustrating documents automatically read and sorted.

Intelligent document processing (IDP)

OCR reads the page. IDP checks the numbers actually add up.

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A figure repaints a robot-shaped shopfront sign with glowing blue paint while a plain unchanged gear mechanism sits underneath, illustrating a product relabeled as an AI agent without the substance.

Agent washing

Old automation, new label, same demo.

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A miniature pneumatic-tube terminal feeding straight into a chute that closes the instant a capsule passes through, the chute built in glowing blue acrylic, showing a provider that keeps nothing after answering.

Zero data retention

The provider keeps nothing after answering, and it is an approval, not a default.

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A carrier pod sliding along a glowing blue zip-line from one miniature building's bell to another's open hatch — a webhook delivering its event.

Webhook

The event knocks on your door. You stop phoning to ask if anything happened.

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A miniature switchboard with a telephone handset wired to a fast-ticking metronome mechanism, the metronome built in glowing blue acrylic, showing software that answers a call and replies within a tight sliver of time.

Voice agent

Software that answers the phone, understands the caller, and speaks back inside a budget of a few hundred milliseconds.

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A miniature house half-crisp, half-improvised, with a glowing blue level straightening the seam — vibe coding and what it takes to make it hold.

Vibe coding

You describe the app. The model writes it. You never read the code.

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Two miniature speaking tubes with a glowing blue paddle swinging to whoever holds the turn — turn detection in a voice conversation.

Turn detection

Deciding whose turn it is to speak, beyond whether the room goes quiet.

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A miniature radio studio horn turning a scrolling script into sound waves etched on a spinning disc, the horn built in glowing blue acrylic, showing the voice half of a voice agent.

Text-to-Speech (TTS)

The voice half of a voice agent. Late audio still sounds like a robot, even with a natural voice.

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A miniature extension balanced on temporary props, with the one proper glowing blue column being installed — technical debt and its repayment.

Technical debt

Every shortcut is a loan. The interest is paid in delivery speed.

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A miniature office desk with a hidden sliding panel running its own wired notebook under the desk, the panel built in glowing blue acrylic, showing staff already using AI tools nobody approved.

Shadow AI

Your staff already adopted AI. Nobody told procurement.

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A miniature shut card-catalogue drawer beside a glowing blue compass device pointing to books grouped by meaning, showing semantic search finding ideas instead of exact words.

Semantic search

It finds meaning, not letters. That's also how it fails.

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A miniature mechanical finger-arm clicking a fixed sequence of buttons on an old terminal panel, the arm built in glowing blue acrylic, showing automation that clicks through screens the way a person did.

RPA (robotic process automation)

Software that clicks through screens the way a person did, until the screen changes.

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A miniature ranking podium where a glowing blue arm moves a card from fourth place to first — reranking as a physical re-ordering.

Reranking

The nearest passage and the right one are not always the same passage.

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A miniature test bench where nudging one lever fires an entire rack of gauges at once, the lever built in glowing blue acrylic, showing the whole test suite run on every single change.

Regression evals

Run the whole eval suite on every prompt change, not one case.

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A miniature keyring board with keys hung by job role instead of by name, the board built in glowing blue acrylic, showing permissions that belong to a role, not a person.

RBAC (role-based access control)

Permissions belong to a role, not a person. RBAC is why offboarding doesn't need a spreadsheet.

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A miniature reading desk with a hidden note tucked inside an open ledger's lines, the reading arm built in glowing blue acrylic, showing instructions smuggled inside the data a model reads.

Prompt Injection

Instructions hidden in the data a model reads, not in the prompt you wrote.

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A miniature machine shop with one lathe still running safely under its own cage while everything else sits dark, the lathe built in glowing blue acrylic, showing a system that keeps working when nobody is watching.

Production-grade AI

It works on a Tuesday when nobody is watching.

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A miniature wall of gauges and chart recorders watching one running machine, the central instrument panel in glowing blue — observability made physical.

LLM observability

Your uptime graph is green. The answers went bad on Tuesday.

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A miniature relay loop of three glowing blue arms passing one parcel hand to hand along a shared rail, showing several AI agents working one task together.

Multi-agent system

Several AI agents on one job. Usually one agent was enough.

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A figure watches sand drain from an hourglass onto a glowing blue model token whose base is cracking beside a tipping countdown tile, illustrating the risk of a relied-upon AI model being retired.

Model deprecation risk

The model your product depends on has a retirement date.

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A miniature strip-chart recorder logging every checkpoint a carriage passes, the recorder built in glowing blue acrylic, showing the trail that explains a wrong answer after the fact.

LLM tracing

It is the flight recorder for a wrong answer nobody can explain.

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A miniature exam hall with a tallying scoreboard built in glowing blue acrylic, showing every model sitting the same public test.

LLM benchmark

A public exam every model takes, and a poor predictor of your task.

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A faceless robed figure weighs two brass answer tokens on a glowing blue scale and stamps one with a seal, illustrating one AI model grading another model's answers.

LLM-as-judge

One model grades another's answers, at a scale no human review team can match.

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One glowing blue answer-key tile slips through a crack in a sealed glass panel into the input tray beside it, illustrating a model accidentally training on the answer it should predict.

Label leakage

The model scored 99 percent because it was shown the answer.

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A miniature shelf of stored dies above one glowing blue active press stamping chips on a conveyor, showing inference as a trained model doing its repeated work.

Inference

Training happens once. Inference happens on every request, forever, and that is where the bill lives.

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A miniature turnstile that only lets one ticket through no matter how many times it is inserted, the turnstile built in glowing blue acrylic, showing a request processed exactly once.

Idempotency key

One key. The server runs your request once, however many times you send it.

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Two brass search drawers, one of exact-match key tiles and one of glowing blue meaning tokens, merge their results onto a central tray, illustrating keyword and semantic search combined.

Hybrid search

Keywords catch the SKU. Vectors catch the paraphrase. Use both.

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A miniature desk shows a glowing blue stamping tool pressing card reference numbers onto an answer sheet after they were fetched, depicting grounding as proving an answer actually used the retrieved documents.

Grounding

RAG fetches documents. Grounding is proving the answer actually used them.

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A figure compares a new brass token against a velvet case of glowing blue reference tokens, illustrating a trusted fixed set of correct answers used to check an AI system.

Golden set

The examples a model change is not allowed to break.

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A miniature construction site shows one small birch room being framed atop a massive glowing blue foundation slab, depicting a foundation model as the base almost no one builds from scratch.

Foundation model

A foundation model is the base you build on. You almost never train one.

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A figure slides a glowing blue answer-token through a row of brass pass or fail gates before it is allowed onto the build track, illustrating automated tests gating each change to an AI system.

Eval-driven development

Write the test cases first. Then find out if the prompt works.

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A miniature stopwatch rig shows a glowing blue trigger arm poised a hair from a cutoff lever, timed to snap the moment sound stops, depicting endpointing as the split-second guess behind a voice agent's timing.

Endpointing

The millisecond guess that decides whether a voice agent cuts you off or leaves an awkward pause.

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A miniature bindery shows a blade cutting a scroll into glowing blue tiles, one sliced mid-sentence with a word split across two pieces, depicting bad chunking as a rule cut in half.

Chunking

Cut a document badly and retrieval hands the model half a rule.

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A miniature drafting table shows a glowing blue pen laying down numbered steps along a scroll before a final answer tile drops into a tray, depicting chain-of-thought as the visible working before the answer.

Chain-of-Thought

The model writes out its steps before the answer, so you can see how it got there.

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A second small horn cuts sharply into a stream of glowing blue soundwave tiles from a larger horn, illustrating a caller interrupting a voice assistant mid-sentence.

Barge-in

Letting a caller talk over the agent and having it stop, mid-sentence, without losing the thread.

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A miniature microphone booth wired to a glowing blue letter-punching press, showing automatic speech recognition turning spoken sound into text.

Automatic Speech Recognition

The word error rate a vendor demos on a quiet mic is not the one your phone line gets.

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A miniature switching yard shows a glowing blue control tower routing carts down different tracks to work stations and collecting the results, depicting orchestration as deciding which agent runs and what happens to the outcome.

Agent orchestration

Deciding which agent runs, with what context, and who gets the result.

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A miniature assembly line shows fixed stations in a set order with one glowing blue box making its own small choice mid-line, depicting a workflow with a fixed path where AI does one of the steps.

Agentic workflow

A fixed path a developer wrote, with AI doing one or more of the steps.

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A miniature archive shows a glowing blue desk sending an arm back to the drawers again and again until enough cards are collected, depicting agentic RAG searching until it has enough, not just once.

Agentic RAG

A plain RAG pipeline searches once. Agentic RAG searches until it has enough.

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A miniature junction box shows a glowing blue decision block reading a signal and throwing its own track switch with no hand on the lever, depicting software that decides its next step and takes it.

Agentic AI

Software that decides its own next step, then takes it.

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A faceless figure carries a glowing blue token between three unattended brass work-stations on its own, illustrating an AI agent acting independently through a task.

AI agent

An agent picks the next step. A workflow was told it.

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A miniature desk shows a fixed-size tray of cards with a glowing blue chute pushing the oldest ones off once it fills, depicting the context window as working memory where something gets dropped when full.

Context window

The model's working memory. Fill it and something gets dropped.

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A figure presses a brass word-block into a glowing blue coordinate token, with finished tokens arranged by closeness on a grid, illustrating words converted into numeric representations.

Embedding

Text turned into numbers, so a computer can measure meaning.

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A miniature workbench shows a glowing blue filing tool shaving a stock part to match a pinned template, depicting fine-tuning as reshaping how a model answers, not what it knows.

Fine-tuning

Training a model on your examples changes how it answers, not what it knows.

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A miniature loading chute shows a machine producing parts freely while glowing blue fencing and a gate outside it block anything that fails to fit a template, depicting guardrails as checks around the model, not inside it.

Guardrails

Checks around the model, not inside it.

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A miniature typewriter shows a glowing blue arm confidently stamping the next letter in a neat row even with its tile bin empty, depicting hallucination as the model finishing the sentence, not lying.

Hallucination (AI)

The model is not lying. It is finishing the sentence.

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A miniature conveyor lane stopped at a glowing blue hand-lever gate waiting to be pulled, showing human in the loop as a required manual checkpoint.

Human in the loop

A person who can still say no, and does.

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Many brass tool-tray plugs converge into one glowing blue junction box where a figure connects a new plug, illustrating a standard connector protocol linking AI models to external tools.

Model Context Protocol (MCP) / MCP Server

Write the connector once. Every AI client can use it.

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A miniature typesetting tray arranging letter blocks into one instruction plate, the tray built in glowing blue acrylic, showing the craft of writing an instruction well.

Prompt engineering

Writing the instruction well. It matters less each year.

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A miniature library where a conveyor pulls cards from index drawers to a reading desk before any answer is given, the conveyor built in glowing blue acrylic, showing a system that checks the documents first.

RAG (retrieval-augmented generation)

Search your documents first. Answer only from what came back.

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A miniature dispatch desk where a capsule arrives and a single lever is thrown to open one output chute, with that request-and-release mechanism built in glowing blue acrylic, showing how a model's request still passes through a decision before code acts.

Tool calling

The model asks. Your code decides whether to obey.

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A miniature records room of index drawers with a gauge on a reading stand pointing toward the nearest matching tags, the gauge built in glowing blue acrylic, showing how a vector database finds what is close rather than exact.

Vector database

Stores meaning as numbers. Finds the nearest, not the right one.

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A miniature relay station shows a loaded tray of tickets passed by a glowing blue arm from one station to the next without spilling, depicting how an agent hands off a task and keeps what it knew.

Agent handoff

Passing the task on, without losing what it knew.

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A miniature workbench shows a fixed birch frame holding a removable glowing blue power module that can be swapped while the frame stays the same, depicting an agent harness that outlasts the model plugged into it.

Agent harness

Swap the model and keep the harness. Nothing should break.

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A miniature model shows two identical engine platforms with one lever ready to slide the output pipe from the running one to a glowing blue standby, depicting blue-green deployment as one switch and instant rollback.

Blue-green deployment

Two live environments. One switch. Rollback is flipping it back.

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A figure carefully arranges brass tiles into a tray before feeding them into a glowing blue input slot, illustrating the deliberate shaping of information fed to an AI model.

Context engineering

The prompt was never the hard part. Deciding what it can see is.

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A miniature machine floor shows an installed but idle part powered by a single glowing blue wall switch reaching only one outlet while the rest stay dark, depicting a feature flag as a switch flipped for one user at a time.

Feature flag

Code ships Friday. The switch flips Monday, for one user at a time.

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A miniature ticker-tape mill stamping one word after another with no reference shelf in sight, the type wheel built in glowing blue acrylic, showing a model that predicts text rather than looking anything up.

Large language model (LLM)

A large language model predicts the next word. It does not look anything up.

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A miniature service counter with a framed contract of two stamped clocks and a penalty coin box beneath them, the clocks built in glowing blue acrylic, showing the written promise about response time and what happens if it's missed.

SLA (service-level agreement)

The written promise about response time, resolution time, and what happens if we miss it.

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A miniature press with one fixed glowing blue master plate stamping every sheet that passes — the system prompt shaping every response.

System prompt

The instructions the user never sees, and the ones that break first.

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A figure watches one glowing blue bird in a row of nine plain brass birdcages before opening the others, illustrating a small test release watched before a full rollout.

Canary deployment

A slice of traffic tests the new version before everyone gets it.

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A miniature desk shows a glowing blue mechanical finger pressing buttons and dragging a marker across a tray beneath a blank glowing pane, depicting an agent clicking and typing as the fallback, not the goal.

Computer use

An agent that clicks and types is the fallback, not the goal.

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A miniature conveyor shows a parcel shunted off the main belt after three failed passes under a gate, landing in a glowing blue holding bin set apart, depicting a dead-letter queue as where failed messages go.

Dead-letter queue

Where a message goes after it fails too many times to keep retrying.

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A miniature clockwork post shows a glowing blue bell staying silent while a pendulum swings and ringing only once it stops, depicting an alert that fires on silence rather than on an error.

Dead man's switch

The alert that fires when a scheduled job goes quiet, not when it errors.

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A tidy grid of glowing blue coordinate tokens slides out of its clusters along brass rails into overlapping positions, illustrating stored search embeddings drifting out of alignment over time.

Embedding drift

The vectors you stored last year no longer match the model you run today.

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A figure retries a brass ratchet lever with each attempt shown as a shrinking glowing blue spring coil and a longer wait, illustrating retries spacing out after repeated failures.

Exponential backoff

Hit the same wall fast, or wait a little longer each time and get through.

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A miniature archive shows plain index drawers on one wall and a glowing blue pegboard of threads linking cards to each other on the other, depicting GraphRAG as answering how things connect rather than what one passage says.

GraphRAG

Chunks answer what a passage says. A graph answers how things connect.

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A miniature archive shelf of yearly almanacs that stops cold at a bracket built in glowing blue acrylic, showing the exact date where a model's knowledge ends.

Knowledge cutoff

The date a model's world stopped. Nothing after it is in there.

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A miniature bare-bones test boat floating in a tank while a finished ship model waits unused on the shelf, the test boat built in glowing blue acrylic, showing the smallest version that proves the idea works.

Minimum viable product

The smallest product that tests the business, not the smallest demo that survives a meeting.

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A miniature rail switchyard with a spare side track ready to take over at a lever, the spur track built in glowing blue acrylic, showing a backup model standing by if the main one fails.

Model fallback

The backup model answers differently, so it needs its own test pass.

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A miniature filing drawer with a fingerprint card threaded to a nameplate, the thread built in glowing blue acrylic, showing information that always leads back to one person.

PII (personally identifiable information)

Anything that points back at one person, wherever it sits.

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A miniature rough test rig clamped in a vice next to a wastebin, its one working gauge built in glowing blue acrylic, showing something built only to answer one question, not to keep.

Proof of concept

Built to answer one question, then thrown away. Keeping it is how a demo becomes production by accident.

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A miniature tollbooth gate letting cars through one at a time with a counter wheel ticking beside it, the gate built in glowing blue acrylic, showing a system capping how fast requests can come in.

Rate limiting

The 429 you'll hit eventually. Design for it, don't wait for the outage.

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A miniature clockmaker's bench where a long gear train turns many extra cogs before driving one hand, the gear train built in glowing blue acrylic, showing a model spending effort on thinking before it answers.

Reasoning model

A reasoning model spends tokens thinking before it answers, and you pay for every one.

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A miniature proving ground where a battering ram cart is wheeled toward the very gate its builders made, the gate built in glowing blue acrylic, showing a system attacked by its own team before anyone else can.

Red teaming

You attack your own AI system before a stranger does it for free.

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A miniature platform being cranked back down to its previous notch on a glowing blue return rail — a rollback to the last good version.

Rollback

Code rolls back in seconds. A sent email or a run migration does not.

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A miniature cart crossing a timed gate with the stopwatch's target band in glowing blue — a service-level objective as a finish line.

SLO (service-level objective)

The internal target that pages an engineer before the SLA is ever breached.

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A miniature lump of clay fed into a glowing blue mould press that stamps out identical slot-fit blocks, showing structured outputs forcing a model's answer into one fixed shape.

Structured outputs

The model answers in a shape your code can act on directly.

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A miniature mint slicing a strip into small counted chips on a glowing blue tray — text broken into tokens.

Token

The unit every AI bill is counted in, and it is not a word.

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A miniature desk shows most index cards swept away while a mechanical hand files only a few chosen ones into a glowing blue drawer, depicting agent memory as what gets saved, not everything on the desk.

Agent memory

Not the context window. What you choose to save and reload.

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A miniature switchboard shows a glowing blue phone terminal's cable being moved from its own jack into a human operator's jack, depicting the moment a voice agent hands the call to a person.

Call escalation

The moment a voice agent hands the phone to a person.

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A miniature factory line shows a part passing test gates automatically and arriving at a glowing blue loading dock untouched by hand, depicting every change tested and shippable the moment it merges.

CI/CD

Every change tested and shippable the moment it's merged.

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A brass switch lever has snapped open, freezing glowing blue sparks between disconnected contacts before reaching the machine beyond, illustrating a circuit breaker stopping a failing system.

Circuit breaker

Stop calling the dependency that's down before it takes you down too.

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A miniature server room with a paired backup cabinet built in glowing blue acrylic, showing how a standby system takes over the instant the main one fails.

High Availability

99.9% sounds close to perfect. It is still 8 hours and 46 minutes of downtime a year.

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A miniature loading dock where crates wait in a holding pen between a fast chute and a slow gate, the pen built in glowing blue acrylic, showing a buffer that lets mismatched systems talk.

Message queue

The buffer that lets a fast system talk to a slow one without waiting on it.

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A miniature printing bench with a fixed engraved plate reused on every pass, the plate built in glowing blue acrylic, showing the unchanging part of a prompt paid for only once.

Prompt caching

Stop paying to re-read the part of the prompt that never changes.

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A miniature control dial set between an orderly tray of type blocks and a scattered one, the dial built in glowing blue acrylic, showing the setting that controls how much a model is allowed to guess.

Temperature

The dial that controls how much a model is allowed to guess.

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A miniature vault shows backup crates on a shelf beside a glowing blue rehearsal stage where a replica machine is timed-assembled from those crates, depicting disaster recovery as a rehearsed plan, not just backups.

Disaster Recovery

Backups are a component. A rehearsed plan to bring the system back up is disaster recovery.

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A miniature self-storage hall of locked units sharing one corridor, the corridor built in glowing blue acrylic, showing one system serving many customers who can never see into each other's space.

Multi-tenancy

One system, many customers, and none of them can see each other's data.

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A miniature copy desk turning a printed page into separate character tiles as it passes under a scanning lens, the lens built in glowing blue acrylic, showing a picture of text becoming searchable text.

OCR (optical character recognition)

Turns a picture of text into text a computer can search and edit.

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A miniature arm looping between a reasoning desk and an acting station on a glowing blue track — the ReAct think-then-act cycle.

ReAct pattern

The model thinks out loud, acts, reads the result, then thinks again.

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A miniature archive shelf with a gap of empty backup slots between the last saved canister and the clock, the last canister built in glowing blue acrylic, showing how much data could be lost since the last good backup.

RPO (recovery point objective)

How much data you can afford to lose, measured in time since the last good backup.

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A miniature stalled conveyor line under a large stopwatch with a repair cart waiting, the stopwatch built in glowing blue acrylic, showing the longest a system can stay down before it costs too much.

Recovery time objective (RTO)

The longest a system can stay down before the business decides it can't.

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A miniature rail yard with a shadow track running an identical car that never opens its doors, the shadow track built in glowing blue acrylic, showing a new model answering quietly where no one sees it yet.

Shadow deployment

The new model answers every request. Nobody sees its answer yet.

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Start

Let’s deploy working AI into your business.

We build AI agents and automation, ship them into the tools you already run, then stay on under an agreed service level. A senior engineer reads every brief, and your call gets scheduled within 24 hours.

Book a 45-minute callSee the work

What happens next

  1. 01

    You send a brief or book a call

    Two minutes, whichever you prefer.

  2. 02

    A senior engineer replies within 24 hours

    Not a sales rep.

  3. 03

    Honest scoping, in writing

    And if we’re not the right fit, we say so.

Abdul Basit, CEO of Hashlogics

“I started Hashlogics because too many teams ship a demo, get paid, and disappear. We build to a standard we’d run ourselves — and we stay to keep it running.”

Abdul Basit · CEO · a direct line

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