GuideCareer
11 min read
A project only counts if a stranger can see it work. This article covers putting a student project online on free tiers, writing a README that answers a reviewer's questions in a minute, adding a simple architecture diagram, keeping secrets out of your repository, and setting up a GitHub profile that points straight at your best work.
GuideCareer
11 min read
A project earns attention when it lives in the same problem space as the companies you want to join. This article shows how to read job descriptions and engineering blogs to find that space, how to pick a project with one genuinely hard part, how to scope it to three or four weeks, and how to build it with AI help while keeping the interesting decisions your own.
GuideCareer
10 min read
Without an internship or a well-known college, your credibility comes from proof of work: things a stranger can open, run or read in a couple of minutes. This article explains the proof ladder, the four signals that matter most at entry level, what does not count, and how to make sure AI-assisted work still proves your own ability.
GuideCareer
11 min read
A job search without a tracker is guesswork. This article gives you the exact spreadsheet columns, status values and formulas to run an off-campus search, simple follow-up rules, a ten-minute Sunday review, and a milestone-based ten-week plan you can personalise with an AI prompt that respects your exams and real hours.
GuideCareer
11 min read
How many applications does one offer take? Nobody can tell you the true number for your profile, but simple funnel arithmetic shows why volume matters, why fixing your earliest weak stage matters even more, and how to measure your own rates. The second half builds a prioritised list of 60 to 80 real companies with AI help and a verification step.
GuideCareer
12 min read
Not every company hires freshers the same way. This article describes five broad kinds of employer in India, what their hiring processes usually test, how your profile maps onto them, and how to split applications across reach, target and safe companies so you keep getting interviews while still aiming high. It also covers roles beyond software development.
GuideCareer
12 min read
Before you apply anywhere, find out what a recruiter sees when they read your profile. This article gives you a six-part self-assessment, a prompt that makes an AI assistant act as a blunt but evidence-bound reviewer, a way to separate gaps you can close in 30 days from constraints you must work around, and a single highest-leverage action for the next week.
GuideCareer
14 min read
The first article of a free 44-article course on landing your first tech job off campus. It explains the different ways companies hire freshers outside campus placements, when each one happens, the six-step Search Loop that organises the course, and five ground rules for using AI in a job search without inventing anything.
CourseCareer
8 min read
A free, 44-article course for freshers in India who are looking for their first tech job without campus placement. It covers the whole search: an honest assessment of where you stand, proof of work, resume and LinkedIn, finding roles early, referrals, online assessments, interview rounds, offers and negotiation, and what to do when rejections pile up. AI is used throughout as a coach and checker, never as a ghostwriter.
GuideTechnology
13 min read
A realistic 30-day plan to put this course into practice with free tools and 30 to 45 minutes a day, followed by a long-term roadmap that builds durable skills such as verification, workflow design and evaluation, and a way to keep up as AI changes without chasing every announcement.
GuideTechnology
13 min read
Fourteen compact, tool-independent recipe cards you can copy into your playbook: study, developer, career, research, productivity and automation. Each card gives the goal, the steps, a prompt template, the checks and the risk level, and links back to the article that explains why it works.
GuideTechnology
10 min read
By now you have habits, prompts and rules scattered across a course. This article turns them into one personal AI operating system: your principles, privacy boundaries, verification rules, tool-selection criteria, a playbook of reusable workflows and a review routine, captured in a one-page manual you can keep and update. No paid tools required.
GuideTechnology
12 min read
Agents and AI workflows fail in predictable ways: wrong tools, compounding errors, endless loops, confident 'done' messages that are not true and hostile content. This article lists the failure modes, then shows how to design for reliability with validation, escalation, approval gates, evaluation sets and staged rollout, including a runnable approval-gate example.
GuideTechnology
11 min read
How can a language model that only produces text check a calendar, search a database or edit a file? Through tool calling: the model asks, your program acts. This article explains function calling, the Model Context Protocol and the agent loop, with a runnable toy loop that shows allowed tools, step limits and what the model never does itself.
GuideTechnology
10 min read
Chatbot, workflow, automation, AI-assisted workflow and agent are often used as if they mean the same thing. They differ in who decides the next step, and that difference drives reliability, cost and risk. This article defines each, compares them on one task and gives a decision method built on one rule: use the simplest system that reliably works.
GuideTechnology
12 min read
Responsible AI use is more than accuracy and privacy. This article explains where AI bias comes from and how to test for it, the main copyright and attribution questions for what you put in and what you publish, why disclosure matters and what human judgment and accountability mean in practice.
GuideTechnology
14 min read
Everything you paste into an AI tool goes somewhere, and everything an AI tool reads can try to steer it. This article covers what never to paste, how to tell consumer from business tools, how to redact, how connected tools widen the risk, and what prompt injection is and how to limit it, with a small runnable illustration.
GuideTechnology
11 min read
A reliable research process uses AI for the parts it does well, such as mapping a topic, suggesting search terms and explaining difficult sources, and keeps you in charge of finding, reading and comparing real sources. This article gives an eight-stage workflow, a source matrix and a citation-checking routine.
